Enhancing Sample Efficiency in Reinforcement Learning with Nonparametric Methods – NVIDIA Technical Blog News and tutorials for developers, data scientists, and IT admins 2025-03-27T16:00:00Z http://www.open-lab.net/blog/feed/ Samuele Tosatto <![CDATA[Enhancing Sample Efficiency in Reinforcement Learning with Nonparametric Methods]]> http://www.open-lab.net/blog/?p=19948 2022-08-21T23:40:36Z 2020-09-01T18:50:29Z Recent developments in artificial intelligence and autonomous learning have shown impressive results in tasks like board games and computer games. However, the...]]> Recent developments in artificial intelligence and autonomous learning have shown impressive results in tasks like board games and computer games. However, the...

Recent developments in artificial intelligence and autonomous learning have shown impressive results in tasks like board games and computer games. However, the applicability of learning techniques remains mainly limited to simulated environments. One of the major causes of this inapplicability to real-world scenarios is the general sample-inefficiency and inability to guarantee the safe��

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