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deepsense.ai's research on robotics at prestigious 1st Annual Conference on Robot Learning 2017.09.14

Palo Alto, CA, USA and Warsaw, Poland - September 13, 2017 - In a recent research project, members of deepsense.ai's machine learning team, Maciej Klimek, Henryk Michalewski and Piotr Miłoś, trained a robotic arm to grip a can of coke using reinforcement learning - in other words, through trial and error. deepsense.ai's paper has been recognized by the General Chairs of the Conference on Robot Learning (CoRL) as one of 11 in the reinforcement learning and robotics category. It will be presented in November at Google's headquarters in San Francisco.

Photo courtesy of deepsense.ai
 

Palo Alto, CA, USA and Warsaw, Poland - September 13, 2017

In a recent research project, members of deepsense.ai’s machine learning team, Maciej Klimek, Henryk Michalewski and Piotr Miłoś, trained a robotic arm to grip a can of coke using reinforcement learning - in other words, through trial and error.

 
 
The particular method the team developed was selected for presentation at the prestigious new robotics conference, the 1st Annual Conference on Robot Learning (CoRL 2017).

http://www.robot-learning.org/home  

http://www.robot-learning.org/home/program#keynotes  


Keynote speakers
Photo courtesy of CoRL 2017
 
The conference focuses on the intersection of robotics and machine learning and is being organized with the help of the International Foundation of Robotics Research (IFRR).

http://ifrr.org/  


Keynote speakers
Photo courtesy of CoRL 2017
 
deepsense.ai’s ‘Hierarchical Reinforcement Learning with Parameters’ will be featured along with 10 other standout archival papers on reinforcement learning and robotics selected for presentation at the conference and publication after the event.


http://www.robot-learning.org/accepted-papers  


Keynote speakers
Photo courtesy of CoRL 2017
 
The novelty of the approach presented in the paper comes from a clever division between simpler micro-actions and general goals.

The methods developed by deepsense.ai’s team are not limited to robotic arms, but could be used, for example, to train humanoid robots to combine single steps into a walk or a run.

Henryk Michalewski, PHD
Senior Data Scientist at deepsense.ai and Assistant Professor, University of Warsaw
.
Photo courtesy of LinkedIn
 
According to Henryk Michalewski, Senior Data Scientist at deepsense.ai  and  an assistant professor at the University of Warsaw,

“In recent years reinforcement learning has brought a number of striking new ideas to practical computer science. First, the DeepMind team managed to create bots which achieved superhuman performance in arcade games. Then, using a more sophisticated training methodology, they created a bot which beat the top human player at Go. A few weeks ago Open AI showed a bot that defeated the best human players at DOTA 2. At deepsense.ai, we also research reinforcement learning used in robotics, and we’re happy to have our work recognized on the international AI scene”.

Photo courtesy of CoRL 2017
 
Watch short videos with the robotic arm actions simulated during research.


https://www.youtube.com/playlist?list=PLNA2zkX4O8uzv6h3FJmyahztt6aAc21SK  


About deepsense.ai

deepsense.ai delivers AI solutions and supports organizations in unlocking their data potential at all stages.

 
 
https://deepsense.ai/  

The company created Neptune, a Machine Learning Lab provided as a service for data scientists to speed up the development and productionization of machine learning models.

 
 
https://neptune.ml/  

The company’s second product, Seahorse, is a visual framework powered by Apache Spark that helps data scientists rapidly develop Spark applications.

 
 
https://deepsense.ai/seahorse/  

deepsense.ai was founded and is managed by CodiLime, an IT consulting and software engineering company providing professional services for global clients in three core areas: Networks, Security and Big Data & Data Science.

 
 
https://www.codilime.com/  


Press contact

Barbara Rutkowska
T: +48 530 816 780
E: barbara@deepsense.ai  


Source: CodiLime

https://www.codilime.com/press-center/  



ASTROMAN Magazine - 2017.09.13

Ohio’s Fintech71 Accelerator Picks 10 Startups for Its Inaugural Cohort

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ASTROMAN Magazine - 2017.09.07

Chris Westphal Joins Data Analytics Innovator DataWalk as Chief Analytics Officer

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ASTROMAN Magazine - 2017.09.06

The new Neptune. Data scientists on a cloud with the new Machine Learning Lab from deepsense.ai

https://www.astroman.com.pl/index.php?mod=magazine&a=read&id=2331  


ASTROMAN Magazine - 2017.08.25

deepsense.ai has become the AI World's Strategic Deep Learning Partner

https://www.astroman.com.pl/index.php?mod=magazine&a=read&id=2321  


ASTROMAN Magazine - 2017.08.19

deepsense.ai: A new global player on the AI solution provider market

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ASTROMAN Magazine - 2017.08.01

Krakow-based Ailleron: Virtual customer service at Emirates National Bank of Dubai

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ASTROMAN Magazine - 2017.06.06

CodiLime's CodiSec CTF team beats out more than 200 competitors from across the globe in Göteborg, Sweden

https://www.astroman.com.pl/index.php?mod=magazine&a=read&id=2270  


ASTROMAN Magazine - 2017.05.23

Intel brings data science to Polish universities with an event series powered by deepsense.io

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ASTROMAN Magazine - 2017.05.19

GPU Technology Conference 2017 - deepsense.io shares first-look on image recognition for retail analytics using deep learning

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ASTROMAN Magazine - 2017.05.05

CyCon 2017 Starts in Four Weeks. Czech Team Wins Cyber Defence Exercise Locked Shields 2017

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ASTROMAN Magazine - 2017.03.24

deepsense.io helps improve the UK's satellite defence and security intelligence

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ASTROMAN Magazine - 2016.10.21

CodiLime is second fastest-growing tech firm in Central Europe - 2016 Deloitte Central Europe Technology Fast 50 list announced

https://www.astroman.com.pl/index.php?mod=magazine&a=read&id=2140  


ASTROMAN Magazine - 2016.10.20

The Deloitte Technology Fast 50 in Central Europe: First place in the 2016 ranking goes to the Polish business Codewise, the second-placed CodiLime also from Poland

https://www.astroman.com.pl/index.php?mod=magazine&a=read&id=2139  


ASTROMAN Magazine - 2016.05.17

Tomasz Kulakowski, CodiLime co-founder and CEO, wins Poland's top business award for Vision and Innovation

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ASTROMAN Magazine - 2016.04.07

deepsense.io experts to present Big Data and deep learning accomplishments at Silicon Valley and Dublin conferences

https://www.astroman.com.pl/index.php?mod=magazine&a=read&id=2051  


ASTROMAN Magazine - 2015.10.31

CodiLime has won the Rising Stars Award and was ranked 2nd in Central Europe at the 2015 Deloitte Technology Fast 50 in Central Europe

https://www.astroman.com.pl/index.php?mod=magazine&a=read&id=1987  


ASTROMAN Magazine - 2015.10.23

deepsense.io Data Scientist Wins AAIA'15 Data Mining Competition

https://www.astroman.com.pl/index.php?mod=magazine&a=read&id=1983  


ASTROMAN Magazine - 2015.09.30

deepsense.io to feature Seahorse Community Edition on the Trusted Analytics Platform developed by Intel

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ASTROMAN Magazine - 2014.12.12

CodiLime CEO, Tomasz Kulakowski became the EY Entrepreneur Of The Year 2014 in the category New Business

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ASTROMAN Magazine - 2014.12.03

Polish team wins the second edition of International Team Programming Contest Marathon24

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ASTROMAN Magazine - 2014.10.14

2000 participants from 50 countries in Programming Marathon24 contest in Poland - 30 best teams from 9 countries qualified for the Grand Final

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ASTROMAN Magazine - 2014.08.18

Poland's CodiLime to partner with GigaSpaces on new product features of Cloudify 3.0

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ASTROMAN Magazine - 2014.06.19

Poland's CodiLime selected for maintenance contract with NTT i3 Palo Alto data center in California

https://www.astroman.com.pl/index.php?mod=magazine&a=read&id=1738  


ASTROMAN Magazine - 2014.06.05

Polish hacker team Dragon Sector won the international hacking contest in Moscow and is now the leader in the world rating

https://www.astroman.com.pl/index.php?mod=magazine&a=read&id=1723  


ASTROMAN Magazine - 2014.06.01

2014 University Rover Challenge 1st Place: Hyperion Team - Bialystok University of Technology, Poland

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ASTROMAN Magazine - 2014.05.20

CodiLime's CEO Tomasz Kułakowski becomes the laureate of prestigious award by Polish Society of Computer Science

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ASTROMAN Magazine - 2013.12.03

Polish team won Programming Marathon24

https://www.astroman.com.pl/index.php?mod=magazine&a=read&id=1596  


ASTROMAN Magazine - 2013.06.03

Poland is an excellent place to invest and develop business. Why we have invested in Poland?

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ASTROMAN Magazine - 2012.06.05

Wicemistrzowie świata i Mistrz Polski w programowaniu z firmy CodiLime zainwestują w Białymstoku

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Editor-in-Chief of ASTROMAN magazine: Roman Wojtala, Ph.D.


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