Offline-Reinforcement-Learning-Algorithms
Contains PyTorch Implementation of the following algorithms
- Off-Policy Deep Reinforcement Learning without Exploration (BCQ) : https://arxiv.org/abs/1812.02900
- Offline Reinforcement Learning with Implicit Q-Learning (IQL) : https://arxiv.org/abs/2110.06169
- A Minimalist Approach to Offline Reinforcement Learning (TD3_BC) : https://arxiv.org/pdf/2106.06860.pdf
Train agent
python main.py --algo_name='IQL' --env_name='halfcheetah-expert-v2'