My implementations of some RL algorithms.

Papers to some of the algorithms:

• DQN: https://www.nature.com/articles/nature14236
• Double DQN: https://arxiv.org/abs/1509.06461
• Dueling Network Architectures: https://arxiv.org/abs/1511.06581
• Prioritized Experience Replay: https://arxiv.org/abs/1511.05952
• Hindsight Experience Replay: https://arxiv.org/abs/1707.01495
• DDPG: https://arxiv.org/abs/1509.02971
• MADDPG: https://arxiv.org/abs/1706.02275
• TD3: https://arxiv.org/abs/1802.09477
• SAC: https://arxiv.org/abs/1801.01290
• PPO: https://arxiv.org/abs/1707.06347
• RND: https://arxiv.org/abs/1810.12894
• Ape-X: https://arxiv.org/abs/1803.00933 (not complete yet, wip)