Deep-Reinforcement-Learning-Practice
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20 hours ago •
xiaochus
xiaochus
Practice of Deep Reinforcement Learning with Keras and gym.
Deep-Reinforcement-Learning-Practice
Practice of Deep Reinforcement Learning with Keras and gym.
Continuous updating...
Algorithm
| # | Name | Paper |
|---|---|---|
| 1 | DQN | Playing Atari with Deep Reinforcement Learning |
| 2 | Nature DQN | Human-level control through deep reinforcement learning |
| 3 | Double DQN | Deep Reinforcement Learning with Double Q-learning |
| 4 | Dueling DQN | Dueling Network Architectures for Deep Reinforcement Learning |
| 5 | Actor-Critic | Actor-Critic Algorithms |
| 6 | Policy Network | Policy gradient methods for reinforcement learning with function approximation |
| 7 | DDPG | Continuous Control with Deep Reinforcement Learning |
| 8 | PPO_TF | Proximal Policy Optimization Algorithms |
| 9 | A3C | Asynchronous Methods for Deep Reinforcement Learning |
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