Popular repositories Loading

1. dqn-lambda dqn-lambda Public

   NeurIPS 2019: DQN(λ) = Deep Q-Network + λ-returns.

   Python 24 5

2. gym-classics gym-classics Public

   Classic environments for reinforcement learning and dynamic programming, implemented in OpenAI Gym and Gymnasium.

   Python 20 3

3. fast-dqn fast-dqn Public

   A concurrent/synchronized DQN implementation optimized for multi-CPU, single-GPU systems.

   Python 8

4. stratified-experience-replay stratified-experience-replay Public

   Stratified Experience Replay. Correcting Multiplicity Bias in Off-Policy Deep Reinforcement Learning. AAMAS 2021.

   Python 6

5. brett-daley.github.io brett-daley.github.io Public

   HTML 2 1

6. virtual-replay-cache virtual-replay-cache Public

   Virtual Replay Cache. A modified DQN(λ) implementation with a significantly reduced memory footprint.

   Python 2