Guozheng-Ma

DA-in-visualRL

Collection of papers and resources for data augmentation (DA) in visual reinforcement learning (RL).

Adaptive-Replay-Ratio

[ICLR 2024] Adaptive Replay Ratio implementation from 'Revisiting Plasticity in Visual RL: Data, Modules and Training Stages'.

CycAug

[NeurIPS 2023] CycAug implementation from paper 'Learning Better with Less: Effective Augmentation for Sample-Efficient Visual RL'.

PI4VRL

A PyTorch implementation of Plasticity Injection's replication on DMC.

guozheng-ma.github.io