INBOTS: Building bridges between robots, businesses and society

As robots’ skills are amazingly rocketing at the technical level, our imagination flies envisioning their vast potential to assist us in our everyday life. But technical breakthroughs cannot walk alone. A favourable ecosystem is essential to foster robotics, and this means that legislation, ethics, businesses and end-users have to be ready to embrace them.

INBOTS-KOM-PAL-Robotics-logoWith the aim of fostering a suitable paradigm for the introduction of robotics, a new EU Project was born in Brussels, called INBOTS. The consortium has more than 25 partners from 13 different countries, and wants to create a community hub that gathers together multidisciplinary experts to deliver the best future guidelines for creating responsible regulation and standards.

INBOTS CSA focuses on interactive robots, meaning all those which work closely with humans. This is the framework where PAL Robotics’ robots are also placed, since their mission is to actively collaborate with people. We also agree with and believe that we have to support each other to grow a positive European robotics ecosystem all together. INBOTS is a great opportunity for that and it is aligned with other strong European initiatives.


The four pillars that sustain robots’ success

INBOTS becomes “a platform to establish a working synergy between four pillars that covers all stakeholders in Interactive Robotics”, which are:

  • Technical Pillar
  • Business Pillar
  • Ethical, legal and socioeconomic Pillar
  • End-users, policy makers and general public Pillar

As the head of Unit of Robotics and Artificial Intelligence in the European Commission Anne Bajart stated at the Kick-off meeting, coordination and support actions are important to achieve agreements on relevant aspects, both technical and non-technical. This is key to reinforce the European leadership in robotics, which can lead to strengthen the industry and boost the economy.

Posted in Articles | Tagged , , , , , , , , , , , , , , , | Leave a comment

A rewarding European Robotics League tournament, at PAL Robotics

Five teams from different European universities competed in Barcelona in a thrilling European Robotics League Tournament hosted by PAL Robotics! In this Service Robots’ category contest, robots had to prove themselves useful helping an old woman at home autonomously. This is why PAL Robotics’ offices got quite transformed, adapting the space to recreate an apartment. Tests involved domestic tasks like following a person, understanding and obeying voice commands, accomplishing with specific orders or receiving guests at the house.

Using TIAGo for Service tasks

Four teams used TIAGo to compete at ERL! They got creative on integrating their favourite devices to the robot to expand its capabilities, easily plugging gadgets such as an Amazon Echo Dot or an Intel NUC. Participants could also use an independent operating system on a laptop to command TIAGo thanks to the ROS open source framework it uses.

European-Robotics-League-Barcelona-PAL-testThe RGB-D camera that comes inside TIAGo helped a lot in the object recognition tasks and in supporting the autonomous navigation. Thanks to the camera, TIAGo can detect obstacles like tables, which are trickier if only detected by the lasers. All of this, in addition to the comfort of programming the robot from the TIAGo’s convenient laptop tray!

Raphael Memmesheimer, from the HOMER@UniKoblenz Team, pointed out: “I’m impressed by the progress we’ve made in just one month with TIAGo. We received it one month ago and we are already able to grasp objects, to navigate properly, and I think that we can achieve much more in the future.”

ERL: An enriching experience that boosts research

“At Bristol Robotics Lab in the UK, it’s quite a sterile environment, quite clinical, things are organized. But when you come to an environment like this that represents a real home, there is a lot to learn about uncertainty, things not being quite what you expect them to be. That’s what has been so valuable about the competition, that we can test it in a realistic environment”, expressed the HEARTS team member Zale Steer.

European-Robotics-League-Barcelona-testMany hopes are put into the role of robots in the future, as the SocRob@HOME Team Member Luis Luz said: “I think that they will help in a good way and not as we sometimes see in movies”. In fact, ERL stands as a unique framework to boost such robotics field. The IRI@ERL Team member Ferran Martinez stated that ERL “is a good opportunity to improve your code skills, to learn new things that you don’t learn in your studies. And it is a chance to learn how different people approach to the same kind of problem”.

This practical side of the competition is also appreciated by Juan Victores, member of the Robotics Lab UC3M Team, who said that “the problem with robotics up to now is that all the fields have been studied separately. Challenges like ERL force us to focus our developments on integration. So you are bridging all the gaps that are classically missing in robotics”.


A way of celebrating the European Robotics Week

The European Robotics League was one exciting way to celebrate the European Robotics Week. The participants could be part of the one-of-a-kind working environment that is felt at PAL Robotics, while being also surrounded by many robots from the company during the contest. Organizing and hosting the Tournament was a pleasure for PAL Robotics!

Now we’ll have to wait until the European Robotics Forum, in Tampere (Finland), to see the final classification. Best of luck to all teams!

Posted in Events | Tagged , , , , , , , , , , , , | Leave a comment

Celebrating a remarkable European Robotics Week!

The European robotics community celebrated its Robotics Week (ERW) from 17th to 26th of November with more than 950 events all around the territory. This year, the house of all the regions, the European Committee of the Regions, hosted the ERW Central Event in Brussels, an event sponsored by PAL Robotics.


The European Robotics Week Central Event at the CoR. Picture credits: euRobotics

The diverse EU projects in which we participate stand as an example of the direction in which we want to push robotics: to make robots serve people and improve the quality of life. The ERW Central Event was a useful chance to share this vision with the European institutions and related stakeholders, who were also very enthusiastic to meet REEM-C and two TIAGos – for some, it was their very first time shaking hands with a robot!

The Co4Robots project had a special relevance at the ERW Central Event. The project aims to develop a decentralized system to control and coordinate heterogeneous robots in collaborative complex tasks. This is a key step to ensure an efficient future for robotics.

There was time for fun too! REEM-C played a bit of piano to celebrate the #DayOfMusic and could meet the youngest participants of the event, who showed us their robotic creations! Meanwhile, we couldn’t take the eyes off of the ERL with the Facebook Live streaming that we broadcasted through our screens there.


The European Robotics League, at PAL Robotics!

This year PAL Robotics changed the traditional Open Day to host an European Robotics League Tournament in Barcelona! PAL Robotics’ offices were transformed to recreate a house for this Service Robotics Local Tournament. The five teams made an outstanding performance, you can check the final scores hereWe will reveal more insights on the European Robotics League outcome very soon, so stay tuned!

III Iberian Robotics Conference in Sevilla

The robotic developments of the Iberian Peninsula were also gathered together at ROBOT 2017, the III Iberian Robotics Conference hosted by Universidad de Sevilla. TIAGo also traveled to this conference and was especially attentive to the industrial applications and collaborative robotics’ debates and talks.

We enjoyed so much this European Robotics Week all over Europe, can’t wait for next year’s!

Posted in Events | Tagged , , , , , , , , , , , | Leave a comment

IEEE Humanoids 2017, the future of humanoid robots at Birmingham


One of the pictures PAL Robotics submitted to the Humanoids Photo Contest. Click and vote!

This November is an exciting month for us and for our robots! It began last Wednesday, when our CEO Francesco Ferro was invited as an expert at the European Parliament to take part in the “Transferring Robots to the world of SMEs” conference.

Now we’ve got a date with the humanoid robotics community next week in Birmingham, at Humanoids 2017! Top stakeholders and researchers in the field will participate in three intensive days of workshops and debates that deepen on the capabilities, potential and challenges that humanoid robots have nowadays. Check out the full programme here!

Bipedal humanoids have always been at the heart of PAL Robotics, which is why we are Gold Sponsors of Humanoids 2017. We endorse this ambitious robotics field, since it enormously contributes to the whole robotics state of art and opens multiple possibilities for a future of service robots.

Where to find us at Humanoids 2017

For the first time TALOS is joining the team that is travelling to the UK altogether with REEM-C and TIAGo. All of them have new demos ready to be shown at the conference exhibition! High-performance robot TALOS is the next step PAL Robotics made in bipedal robots after the proven reliability of the also human-sized REEM-C.

Where do we envision humanoid robots? What will they be capable of? The workshopHumanoid Robot for Real Applications Use”, organized by F. Kanehiro and A. Kheddar on Wednesday 15th is rising a debate on the next steps that have to be done in order to introduce collaborative humanoids at homes, industries and public spaces. As experts in bipeds and in robust walking control, our CEO will share our know-how with the workshop participants.

One of the papers that will be presented on Friday 17th (15h) is: “TALOS: A New Humanoid Research Platform Targeted for Industrial Applications”, by Olivier Stasse et al. The paper describes TALOS’ kinematics design, which enables the robot to adapt to a human environment and perform industrial tasks. High quality components are also pointed out, such as the torque sensors in all joints or the fast EtherCAT communication bus inside.

We are truly motivated to attend Humanoids 2017 and we hope to see all of you there!

Posted in Events | Tagged , , , , , , , , , , | Leave a comment

Co4Robots: diverse robots, united as one team

Over the last years, the robotics market has been filled with many new models of robots. This tendency leads us to imagine the future with multiple robots helping us around and performing a rich variety of tasks, which sounds amazing. But such situation also raises a relevant challenge: how will all these diverse robots coordinate?

Saving time and optimizing resources will be best achieved if all the platforms are integrated in a multi-robot system, even if there are different developers behind each robot. This is the overall goal of a H2020 EU Project: Co4Robots. The work will focus on decentralizing the control and coordination of heterogeneous robots that should interact between them and with humans.


Consortium meeting & Integration week at PAL Robotics

20171019_095827The first developments with TIAGo were a success! All the Co4Robots partners met in Barcelona from 16th to 20th of November to work intensively on the project. After the consortium meetings on the first days, a TIAGo robot was used to perform some tests on the first milestone of the project: collaborative grasping between the robot and a person.

It was a pleasure to receive the consortium partners from KTH, Bosch, NTUA, UGOT and FORTH at PAL Robotics’ offices, sharing different experiences and building this project together! We look forward to the next steps of Co4Robots!

Posted in Events | Tagged , , , , , , | Leave a comment

ROSCon & IROS: Thank you, Vancouver!

This year ROSCon consolidated more than ever as the landmark event for the Robot Operating System developers community. Such general impression was encouraged by the rise of partners and sponsors – such as PAL Robotics – that broke all records. As usual, ROSCon organizers have conveniently made available all the conference talks online! These are very useful state of art resources for all the developers, even if some of them couldn’t make it to Vancouver.

PAL Robotics’ software developments and TALOS Space Robotics Challenge

Our CTO Luca Marchionni outlined PAL Robotics’ software development and how we use ROS tools at his talk in ROSCon. The Whole Body Control was one of the highlights, a software system customized by our team to develop high-level applications by abstracting the complexity of a robot, especially when it has a large number of DoF. This is the case with humanoids TALOS, REEM-C or TIAGo.

In fact, this software was extensively used by Team Olympus Mons, a team made up of current and former PAL members – including Marchionni – who won the 3rd place at the NASA Space Robotics Challenge. Thanks to our software modularity, PAL Robotics only spent two days implementing the developments achieved for the Space Robotics Challenge to our latest humanoid TALOS’ simulation, as shown by Marchionni in a video at the talk. And very soon we will see the actual TALOS humanoid robot performing those tasks!

TIAGo adventures at IROS&ROSCon

When we bring some of our TIAGo robots to an event, they always have such a productive time! After visiting Vancouver and listening to ROSCon conferences, TIAGo also spent five days enjoying the 30th anniversary of IROS.

IROS was a good occasion to share our latest developments; our CEO gave a talk within the frame of the RSJ-IAC Lunch surrounded by an attentive audience. Some of the latest advances we exposed are related to the European Projects that we are part of, such as Co4Robots, EnrichMe, SocSMCs, RobMoSys or GrowMeUp.

In short, IROS&ROSCon continue to be an absolute must to learn the latest cutting-edge developments in robotics. PAL Robotics team could speak with many researchers and companies that are making a great job. Our feeling was that the whole robotics community was making efforts to get these robotic platforms ready to enhance people’s quality of life. It was outstanding, and we are extremely glad to be part of this.

IROS has just ended and we are already looking forward to next year, IROS 2018 at Madrid; Meanwhile, do not miss our next adventures over at Birmingham for Humanoids 2017!

Posted in Events | Tagged , , , , , , , , , , , | Leave a comment

SocSMCs: making robots interact without words

When we shake hands with someone or help them moving furniture, our body is calculating much more than we know, even though we are not consciously aware. The direction in which our hand is moving, how much force is needed, how we keep the balance meanwhile… These are automatic decisions that are daily taken by our body. And while it goes on, we don’t realise anything.

Despite its complexity, this is easy for people. Instead, with robots it is a whole different thing. Robots need to have all the calculations programmed to behave in a way we find “normal”, or “socially accepted”, even speaking of what we would say that is a very basic level of motion control. They don’t have any intuition nor social education as a basis for their actions. But such interactive behaviour is highly needed for robots if we want them to adapt and help in our life.

One of the EU research projects we are involved in, SocSMCs, is focused on studying socially relevant action-effect contingencies in human-human and human-robot interaction scenarios. With the goal of achieving a robotics technology that is socially competent, some of the SocSMCs tests are being done with PAL Robotics’ humanoid robot REEM-C.

First steps: a friendly and responsive handshake

One of the first things that has been developed with REEM-C for the SocSMCs is to enable the humanoid to give a proper handshake, grasping the other’s hand with a controlled force and following the other person’s movements.

The challenge is to create robots that work in human environments in a more natural way for people. The robot shall be able to understand the non-verbal commands that the human uses all the time and react accordingly.

What is REEM-C learning now?

SocSMCs has more plans for our humanoid robot – such as taking a group selfie or helping someone moving a piece of furniture without speaking. REEM-C is currently learning the steps to accomplish the latter one, which are:

  1. See and recognize the object (the furniture)
  2. Reach out to the object altogether with the person with an autonomous navigation
  3. Grasp the object and lift it coordinating with the person
  4. The robot will move the object without explicitly being told just “guessing the human intentions” using its sensors

Studying these cases will help when applying similar developments to other multiple situations in which a robot needs to have an assistive role of cooperation and human-robot interaction.

Posted in Articles | Tagged , , , , , , | Leave a comment

ROSCon & IROS 2017: Towards a human-friendly robots horizon

Friendly people, friendly robots”. This is the theme of IROS 2017, held in Vancouver next week, considering that many stakeholders – PAL included – foresee a future with robots all around us, enhancing our daily life and helping us grow as humans.

ROSCon&IROS 2017 PAL RoboticsTIAGo is joining our team traveling to Canada! Our endearing robot is so excited to meet everyone at this major robotics event! Find us at the IROS’ exhibition area and test TIAGo’s collaborative capabilities. Its features are specially designed to work hand by hand with humans and assist both in industrial and domestic environments, always with a cute smile on its face!

Learn more about PAL Robotics’ philosophy and actions at RSJ-IAC Lunch, with a presentation held by the company’s CEO, Francesco Ferro (Sept. 25th – 12:30h). There you will have the opportunity to discuss with our team about the future of robotics.

ROSCon 2017: Joining efforts to boost robotics state of art

We are fully convinced that the best way to integrate robotics in human environments can only be achieved through joint efforts so we do not have to reinvent the wheel every time. ROS is a robotics middleware that provides a common framework for people working in robotics. Our commitment with ROS as a common framework for the robotics community has brought us to sponsor ROSCon 2017. We believe the conference will boost the software development by sharing everyone’s experience with the most common challenges in robotics and their approach in finding a creative and elegant solution.

Our background in designing ROS-powered robots will be exposed at ROSCon by PAL Robotics’ CTO, Luca Marchionni (Sept. 22nd – 14:30). The totality of our robots, from the small mobile bases to the human-sized bipeds, use the ROS framework, and our team constantly reviews and improves its status. One of the secrets to building our modular, flexible, configurable and testable robots is following some of the ROS guidelines.

The control software architecture, based on OROCOS and ros_control, will be presented together with the ros_controllers we’re currently using. We will focus, in particular, on our approach to Whole Body Control as an efficient redundancy resolution controller that allows to generate real-time motions on anthropomorphic robots.

For those of you who will assist either ROSCON or IROS 2017, our team will be happy to welcome you to our stand and show you what our robots are able to do.

Posted in Events | Tagged , , , , , , , , , , | Leave a comment

The European Robotics League is coming to Barcelona!

Robots from all over Europe will descend on Barcelona for the European Robotics League’s Local Tournament, 20 – 24 November. It’s the first time the Spanish city has hosted the European Robotics League (ERL), and it will be held at PAL Robotics’ office.

We’re incredibly excited to announce that the call for participation is now open! The deadline for applications is 30 September, and successful teams will be announced on our website by mid-October.

Important dates:

  • 30 September 2017 – Deadline for application and request for travel support
  • 11 October 2017 – Qualification announcement
  • 20 November 2017 – Competition begins
  • 24 November 2017 – Competition ends

What is the ERL?

Made up of a series of Major and Local competitions, held at certified testbeds across Europe, the ERL is a key touchpoint in the robotics industry’s calendar. The Service Robots branch of the competition requires teams to successfully program robots that can navigate a typical home environment and complete set task and functionality benchmarks.

Keep an eye on the Local Tournament’s website to see what our testbed will look like.

As a Platinum Sponsor of the ERL – Service Robots Competition, we have lent TIAGo Steel robots at just €650 a month to four lucky teams who applied to use the robot to participate in the competition. Take a look at our blog to see who the lucky winners were!

The TIAGo Steel is a collaborative robot with a mobile base, 14 degrees of freedom, 6kg payload arm and gripper. Sold for around €49,000, the robot is an ideal platform for research into sectors such as healthcare and assisted-living.

We will also provide these teams with a free TIAGo Steel to use during the Tournament. As a result, it is set to be one of the best attended Tournaments of the 2017/2018 ERL Season.

How to apply

Teams that want to apply must send an email to with the following information:

  • Team name
  • Team leader’s name
  • Total number of team members (including the team leader)
  • Affiliation
  • Contact information (e-mail and phone number of the team leader)
  • Website
  • Qualification material (see below)

Applicants are required to submit the following qualification material (download the form):

  • Team description paper (max. 4 pages) explaining the team’s approach to the technical challenges, including a brief description of software and hardware architectures, the relation to the team’s research, and a list of relevant publications
  • Video showing evidence of some performance in the tasks and/or functionalities of the Tournament
  • Completed travel support request form, if needed

Teams will be selected for participation (and travel support) based on:

  • Quality of application paper and research, as measured from the TDP and list of relevant publications
  • Quality of test performed in simulation, if required (due to a high number of applications)
  • Available funds for travel support (maximum of 2K€ per team per year)
  • Financial needs (as declared by the team’s request for travel support)

For more information, please visit the Local Tournament’s website, or contact:

Carlos Vivas –


Posted in Uncategorized | Tagged , , , | Leave a comment

The intern guide to SLAM part II: loop closure & new framework

Next up in our SLAM series is intern Tessa Pannen, who is studying a Computational Engineering Science MA at the Technische Universität Berlin. As she’s coming to the end of her six month internship, we quizzed Tessa about the successes and challenges of her new verification process for loop closure and framework for SLAM.

This may be an impossible task, but how would you describe SLAM in less than 50 words?

SLAM – simultaneous localisation and mapping – is a technique robots use to record their surroundings using sensors. They are then able to draw a map and estimate their localisation inside that map. Loop closure is needed to validate the robot’s estimated position in the map and correct it if necessary.

Can you tell us a bit more about the loop closure process?

Loop closure is the ability of the system to recognise a place the robot has previously visited. In visual SLAM, we use RGB cameras to collect information and evaluate whether a robot has “seen” a place before.

A camera integrated in thtessa 1e robot continuously takes pictures of its surroundings and stores them in a database, similar to a memory. Because a robot can’t “see” the way humans do, in order to compare the images, it has to break them down into prominent features such as corners or lines. As their properties can be stored as binaries, these features can be easily compared by an algorithm.

We then extract a limited number of promising candidate images from the database for the loop closure. These candidates are very likely to show the same location as the current image based on the fact they contain a high number of features with the same or similar properties. We can check which is the most likely to show the same location as the one the robot currently “sees” by comparing several geometrical relations between the features of a candidate image and the current image.

Take a look at our video if you’re wondering what loop closure looks like.

How does your work differ from existing research?

In the first part of my internship, I tried a different approach on the candidate geometrical check by comparing the features of three images instead of two. This basically means adding another dimension to the geometrical relation between the images, so a 2D matrix becomes three dimensional. Part of my research involved finding a stable way to compute this transformation using only the matched feature points in the images. 

tessa 2

In the second part of the internship, I joined my supervisor in working on a SLAM framework that we hope will manage all the tasks of SLAM by the time it’s finished, namely mapping, localisation and loop closure. I’d never contributed to such a complex system before, so it was incredibly exciting.

For this task, I implemented several new ways of sourcing a list of loop closure candidates, based on the likelihood of the current and all previous positions instead of feature comparison – a method known as Nearest Neighbor Filter.

What are the next steps in your research?

Tests, tests, and more tests! The only way we’ll know how the new approaches influence the whole loop closure process is by running vigorous tests.

I know you can’t give away too much, but are the results in line with what you expected?

The computation of the transformation works well for simple test images like the one above. We don’t yet know if it’s robust enough to support the loop closure, since we still need to run the tests. It might improve its performance, it might not. But doing research is about trying new things, and there’s no guarantee for success. Keen an eye on the blog – hopefully we will be able to publish another exciting new video!

What have been the highlights so far?

I love the satisfaction you get each time you reach another milestone in your project and see your code slowly developing and actually working. I hope we can make the loop closure run on a real robot by the end of my internship – that’s the big highlight I’m looking forward to.

Visualization of the loop closure process is important in order to find bugs in the code. But when it finally works, it’s hugely exciting to see a simulated robot driving in a loop, highlighting the areas it recognises, and I think: “wow, it’s actually working! I did this!”

What do you think has been the biggest challenge?

Because I wasn’t familiar with any concepts of computer vision, I had to brush up on my maths skills, especially geometry! There was a lot of dry theory I had to absorb in the first few weeks. I also needed to familiarise myself with the existing code of the SLAM project and understand what’s happening in the bigger picture. It can be challenging to dive into a big project without loosing the overview.

How do you think what you’ve learned so far will help in the final year of your degree?

I’ve definitely learned to organise myself better. I now plan what I want to do carefully before I write a single line of code. I also take more notes, which makes it easier to reconstruct my own thoughts and helps me stay on track and not get lost in side tasks. Most importantly, I’ve learned to realise when I need help and ask for it. Sometimes when you’re stuck, you have to swallow your pride and ask for help if you don’t want to loose more time on a problem.

Here’s a video of the loop closure process:

Posted in Uncategorized | Leave a comment