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Explore our Algorithms!

On-policy

Algorithms: PPO

Off-policy

Algorithms: DQN, Rainbow DQN, TD3, DDPG

Offline

Algorithms: CQL, ILQL

Multi Agent

Algorithms: MADDPG, MATD3

Contextual Bandits

Algorithms: NeuralUCB, NeuralTS

Install AgileRL

To use AgileRL, first download the source code and install requirements.

Install as a package with pip:

pip install agilerl

Or install in development mode:

git clone https://github.com/AgileRL/AgileRL.git && cd AgileRL
pip install -e .