Photo courtesy of CodiLime

Warsaw, Poland – March 14, 2018

The National Science Centre in Poland has granted deepsense.ai data scientist and University of Warsaw researcher, Piotr Miłoś, 500,000 USD.

The project “Reinforcement Learning - contemporary challenges” is designed to help resolve long-standing open problems in training robots and game agents in difficult environments.

Tomasz Kulakowski, Chief Executive Officer & President of the Management Board at CodiLime, deepsense.ai CEO and co-founder. Photo courtesy of CodiLime

The research is a continuation of deepsense.ai’s work on reinforcement learning, which was recognized by the General Chairs of the Conference on Robot Learning (CoRL) as one of 11 papers in the reinforcement learning and robotics category. In that project, members of deepsense.ai’s machine learning team trained a robotic arm to grip a can of coke using reinforcement learning.

https://press.deepsense.ai/deepsense-ais-research-on-robotics-to-be-presented-at-prestigious-1st-annual-conference-on-robot-learning/  

Photo courtesy of CodiLime

Recognizing that numerous fundamental ideas have yet to be discovered and understood, the company intends to invest in research and develop its reinforcement learning competences.

The grant, SONATA BIS, is extended to scientists with a strong academic background seeking to establish a new scientific group.

Photo courtesy of CodiLime

Miłoś’ team will comprise students and postdocs from the University of Warsaw, and will be supported by deepsense.ai.

Together they will address issues including hierarchical learning, curriculum learning, meta learning, metamemory, model-free and model-based methods.

Piotr Miłoś, Ph.D., Assisstant Professor, University of Warsaw. Photo courtesy of CodiLime

According to Miłoś, “these are believed to be important concepts in developing reinforcement learning. One of the challenges in AI is the ability to plan hierarchically. deepsense.ai’s intention is to establish a group at the University of Warsaw that is engaged in world-class reinforcement learning research and will bring significant advancement in the field.”

Photo courtesy of the National Science Centre in Poland

About deepsense.ai

deepsense.ai supports organizations in unlocking their data potential at all stages of data science maturity.

https://deepsense.ai/  

The company delivers AI-based solutions and helps clients grow data science skills in-house under the Training & Development Hub.

https://press.deepsense.ai/codilimes-training-development-hub-will-help-companies-develop-unique-skills-in-house/

The company has developed two products for data scientists: Neptune, a Machine Learning Lab, and Seahorse, a visual framework powered by Apache Spark.

https://neptune.ml/  

https://deepsense.ai/seahorse/  

Tomasz Kulakowski, Chief Executive Officer & President of the Management Board at CodiLime, deepsense.ai CEO and co-founder. Photo courtesy of CodiLime

deepsense.ai is founded and 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/  


Contact:

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

Photo courtesy of CodiLime

Source: CodiLime

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



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