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Simple yet efficient implementations of Model Free Reinforcement Learning algorithms in Pytorch

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Bharath2/SimpleRL

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DDPG.py
DDPG.py
 
 
DQN.py
DQN.py
 
 
LICENSE
LICENSE
 
 
PPO_Continuous.py
PPO_Continuous.py
 
 
PPO_Discrete.py
PPO_Discrete.py
 
 
README.md
README.md
 
 
Reinforce.py
Reinforce.py
 
 
SAC.py
SAC.py
 
 
memory.py
memory.py
 
 
offline_policies.py
offline_policies.py
 
 
online_policies.py
online_policies.py
 
 
qnets.py
qnets.py
 
 
utils.py
utils.py
 
 

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SimpleRL

Simple yet efficient implementations of Model Free Reinforcement Learning algorithms in Pytorch

Currently available algorithms

  1. DDPG
  2. DQN
  3. SAC

To Do

  1. Reinforce
  2. PPO-Continuous
  3. PPO-Discrete

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Simple yet efficient implementations of Model Free Reinforcement Learning algorithms in Pytorch

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reinforcement-learning dqn rl reinforce ddpg sac ppo

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