Pytorch-RL-Agents

A few RL algorithms implemented by SuReLI with Pytorch.

Algorithms

DDPG : Deep Deterministic Policy Gradient presented in Continuous control with deep reinforcement learning.
DQN : Deep Q-Network presented in Playing Atari with Deep Reinforcement Learning
SAC : Soft Actor-Critic presented in Soft Actor-Critic: Off-Policy Maximum Entropy Deep Reinforcement Learning with a Stochastic Actor
TD3 : Twin Delayed Deep Deterministic policy gradient Addressing Function Approximation Error in Actor-Critic Methods