reinforcement-learning
강화학습 알고리즘 및 코드 구현 정리
algorithms
| Paper | Code | Description | Category | |
|---|---|---|---|---|
| 1 | Q-Learning | link | link | value-based |
| 2 | DQN | link | link | value-based |
| 3 | double DQN | link | link | value-based |
| 4 | dueling DQN | link | link | value-based |
| 5 | REINFORCE | link | link | value-based |
| 6 | A2C/A3C | link-1/link-2 | link | policy-based |
| 7 | DDPG | link | link | - |
| 8 | TD3 | link | link | - |
| 9 | SAC | link | link | - |
| 10 | PPO | link | link | - |
| 11 | SAC | ... | ... | - |