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Top 4 drl open source projects

An elegant PyTorch deep reinforcement learning library.

✭ 4,109

python Makefile pytorch dqn ppo policy-gradient imitation-learning ddpg mujoco benchmark library rl cql atari sac drl npg double-dqn trpo a2c td3 bcq

Repository from the paper https://arxiv.org/abs/1908.04127, to train Deep Reinforcement Learning in Fluid Mechanics Setup.

✭ 40

python gym fenics drl fluid-mechanics

pytorch-distributed

Ape-X DQN & DDPG with pytorch & tensorboard

✭ 98

python deep-reinforcement-learning distributed apex dqn ddpg drl

mujoco-benchmark

Provide full reinforcement learning benchmark on mujoco environments, including ddpg, sac, td3, pg, a2c, ppo, library

✭ 101

benchmark performance pytorch rl baseline results ddpg sac drl mujoco ppo tianshou

1-4 of 4 drl projects