visual-reinforcement-learning

There are 13 repositories under visual-reinforcement-learning topic.

  • zfw1226/gym-unrealcv

    Unreal environments for reinforcement learning

    Language:Python369173670

  • Guozheng-Ma/DA-in-visualRL

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

    71406

  • DanHrmti/ECRL

    Official PyTorch implementation of "Entity-Centric Reinforcement Learning for Object Manipulation from Pixels", Haramati et al., ICLR 2024

    Language:Python22323

  • aalmuzairee/dmcgb2

    Official release of the DMControl Generalization Benchmark 2 (DMC-GB2)

    Language:Python16111

  • doihye/EAR

    Official pytorch implementation of the paper [Environment Agnostic Representation for Visual Reinforcement learning]

    Language:Python16220

  • Guozheng-Ma/Adaptive-Replay-Ratio

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

    Language:Python8110

  • vtleonardo/Reinforcement-Learning

    Implementation of the DQN and DRQN algorithms in Keras and tensorflow

    Language:Python6302

  • lilucse/Normalization-Enhances-Generalization-in-Visual-Reinforcement-Learning

    Original PyTorch implementation of experiments in paper 'Normalization Enhances Generalization in Visual Reinforcement Learning'.

    Language:Python50

  • UnrealTracking/Offline_RL_Active_Tracking

    The official implementation of the ECCV 2024 paper "Empowering Embodied Visual Tracking with Visual Foundation Models and Offline RL"

    Language:Python5000

  • cc299792458/Classic-RL-Algorithms

    This repository offers implementations of classic and deep reinforcement learning algorithms, including dynamic programming, monte carlo methods, td-learning, and also both q-function-based and policy gradient approaches with deep nerual networks.

    Language:Python41

  • Guozheng-Ma/CycAug

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

    Language:Python4100

  • AlexandreBrown/RL-ViGen-Portable

    This is a fork of "RL-ViGen: A Reinforcement Learning Benchmark for Visual Generalization" to make it more portable for ease of use in research. The goal of this repository is to provide an easier way to install RL-ViGen environments (only envs) in already established repos with minimal dependencies.

    Language:Python30

  • AlexandreBrown/RoboHive-TorchRL-Prototype

    Small prototype to show RoboHive usage with TorchRL for visual deep reinforcement learning

    Language:Python10