Deep reinforcement learning implementations with NNabla.
$ pip install -r requirements.txt
If you use GPU, see here.
algorithms (discrete action-space)
< 705E /div>- Deep Q-Network (DQN)
- Double DQN
- Dueling DQN
- NoisyNet-DQN
- Prioritized Experience Replay
- Categorical DQN
- Bootstrapped DQN
- Rainbow
- Quantile Regression DQN (QR DQN)
- Implicit Quantile Networks (IQN)
- Advantage Actor-Critic (A2C)
- Proximal Policy Optimization (PPO)