drl topic

List drl repositories

rl-medical

176
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68
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Deep Reinforcement Learning (DRL) agents applied to medical images

mujoco-benchmark

104
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6
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Provide full reinforcement learning benchmark on mujoco environments, including ddpg, sac, td3, pg, a2c, ppo, library

Trading-Gym

85
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24
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A Trading environment base on Gym

pytorch-distributed

100
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14
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Ape-X DQN & DDPG with pytorch & tensorboard

RL_TSP_4static

123
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40
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Deep Reinforcement Learning for Multiobjective Optimization. Code for this paper

RL-Gallery

51
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11
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A gallery for reinforcement learning, including frameworks, tutorials, papers, implementations, applications, etc.

fenics-DRL

48
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25
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Repository from the paper https://arxiv.org/abs/1908.04127, to train Deep Reinforcement Learning in Fluid Mechanics Setup.

DRQN-keras

33
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6
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Atari-DRQN (keras ver.)

drl_shape_optimization

55
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15
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Deep reinforcement learning to perform shape optimization

NeurIRS2019DroneChallengeRL

39
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10
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Long-Term Planning with Deep Reinforcement Learning on Autonomous Drones