Repository Index

An elegant PyTorch deep reinforcement learning library.

• pytorch
• policy-gradient
• dqn
• double-dqn

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

• wandb
• reinforcement-learning
• pytorch
• python

PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

• policy-gradient
• pytorch
• actor-critic-algorithm
• alphago

Massively Parallel Deep Reinforcement Learning. 🔥

• pytorch
• reinforcement-learning
• ppo
• sac

Clean, Robust, and Unified PyTorch implementation of popular Deep Reinforcement Learning (DRL) algorithms (Q-learning, Duel DDQN, PER, C51, Noisy DQN, PPO, DDPG, TD3, SAC, ASL)

• deep-reinforcement-learning
• pytorch
• reinforcement-learning
• machine-learning

Modularized Implementation of Deep RL Algorithms in PyTorch

• pytorch
• deep-reinforcement-learning
• dqn
• dueling-network-architecture

Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

• deep-reinforcement-learning
• pytorch
• simple
• deep-learning

Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...

• reinforcement-learning
• deep-learning
• pytorch
• pytorch-reinforcement-learning