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longzh211's Projects

cleanrl icon cleanrl

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

how-to-autorl icon how-to-autorl

Plug-and-play hydra sweepers for the EA-based multifidelity method DEHB and several population-based training variations, all proven to efficiently tune RL hyperparameters.

la3p icon la3p

Actor Prioritized Experience Replay

seed_rl icon seed_rl

SEED RL: Scalable and Efficient Deep-RL with Accelerated Central Inference. Implements IMPALA and R2D2 algorithms in TF2 with SEED's architecture.

simtpr icon simtpr

Code for the paper "On the Importance of Feature Decorrelation for Unsupervised Representation Learning for RL" (ICML 2023)

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