preprintarXiv (Cornell University)Jun 5, 2016GREEN OA

OpenAI Gym

GBGreg BrockmanVCVicki CheungLPLudwig PetterssonJSJonas SchneiderJSJohn Schulman

Abstract

OpenAI Gym is a toolkit for reinforcement learning research. It includes a growing collection of benchmark problems that expose a common interface, and a website where people can share their results and compare the performance of algorithms. This whitepaper discusses the components of OpenAI Gym and the design decisions that went into the software.

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601
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Authors

7

Topics & keywords

Topics
Keywords
  • Benchmark (surveying)
  • Reinforcement learning
  • Computer science
  • Interface (matter)
  • Software
  • Artificial intelligence
  • Geography
  • Programming language
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