OpenAI Gym
Greg Brockman, Vicki Cheung, Ludwig Pettersson, Jonas Schneider, John Schulman, Jie Tang, Wojciech Zaremba
arXiv:1606.01540v15548 citations
Originality Synthesis-oriented
AI Analysis
It addresses the need for standardized environments and evaluation in reinforcement learning research, enabling easier benchmarking and collaboration.
OpenAI Gym introduced a toolkit for reinforcement learning research, providing a collection of benchmark problems with a common interface and a platform for sharing and comparing algorithm results.
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.