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SotA/Playing Games/OpenAI Gym

OpenAI Gym

33 benchmarks382 papers

An open-source toolkit from OpenAI that implements several Reinforcement Learning benchmarks including: classic control, Atari, Robotics and MuJoCo tasks.

(Description by Evolutionary learning of interpretable decision trees)

(Image Credit: OpenAI Gym)

Benchmarks

OpenAI Gym on Ant-v4

Average Return

OpenAI Gym on HalfCheetah-v4

Average Return

OpenAI Gym on Hopper-v4

Average Return

OpenAI Gym on Humanoid-v4

Average Return

OpenAI Gym on Walker2d-v4

Average Return

OpenAI Gym on Ant-v2

Mean RewardAverage DecisionsAction Repetition

OpenAI Gym on CartPole-v1

Average Return

OpenAI Gym on HalfCheetah-v2

Mean RewardAverage DecisionsAction Repetition

OpenAI Gym on Hopper-v2

Mean RewardAverage DecisionsAction Repetition

OpenAI Gym on LunarLander-v2

Average Return

OpenAI Gym on Mountain Car

Average Return

OpenAI Gym on Pendulum-v1

Mean RewardAverage DecisionsAction Repetition

OpenAI Gym on Walker2d-v2

Mean RewardAverage DecisionsAction Repetition

OpenAI Gym on Humanoid-v2

Average Return

OpenAI Gym on InvertedDoublePendulum-v2

Mean RewardAverage DecisionsAction Repetition

OpenAI Gym on InvertedPendulum-v2

Mean RewardAverage DecisionsAction Repetition

OpenAI Gym on MountainCarContinuous-v0

Mean RewardAverage DecisionsAction Repetition