A simple RL library.
RLkit: A simple Reinforcement Learning library
This project is still a work in progress. More algorithms and detailed documentation coming soon :)
Currently supported agents-
- Random agent
- REINFORCE (Policy Gradients)
- DQN with baseline
See examples for details on how to use the library.
tensorflow==1.11.0 gym==0.10.8 numpy==1.15.4
New in v0.2
- Added DQN and DQN with baseline agents
- Added ActorCritic agent
- Added support for various activation functions
- Duelling DQN
- Support for logging and plotting
- Support for adding seeds
- Support for custom environments
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