We provide examples to train the following algorithms:
- CQL
- DDPG
- DQN
- Decision Transformers
- Discrete SAC
- Dreamer
- IQL
- Impala
- PPO
- REDQ
- RND (PPO + Random Network Distillation)
- SAC
- TD3
- Various multiagent examples
To run these examples, make sure you have installed hydra:
pip install --upgrade "hydra-core>=1.3,<1.4"
Scripts can be run from the directory of interest using:
python sac.py
or similar. Hyperparameters can be easily changed by providing the arguments to hydra:
python sac.py collector.frames_per_batch=63