This is a reconstruction of previous repository(rl-algorithms). Most algorithms in it are base algorithms in recent deep reinforcement learning domain.(click any one you want)
| Algorithms | Year | Paper URL |
|---|---|---|
| DQN | 2013 | https://www.cs.toronto.edu/~vmnih/docs/dqn.pdf |
| DRQN | 2015 | https://arxiv.org/abs/1507.06527 |
| ActorCritic | -- | -- |
| DDPG | 2015 | https://arxiv.org/abs/1509.02971 |
| A3C | 2016 | https://arxiv.org/abs/1602.01783 |
| PPO | 2017 | https://arxiv.org/abs/1707.06347 |
| TD3 | 2018 | https://arxiv.org/abs/1802.09477 |
| SAC | 2018 | https://arxiv.org/abs/1801.01290 |