YangRui2015

Sparse-Reward-Algorithms

Implement many Sparse Reward algorithms in Gym Fetch environment

2048_env

2048 environment for Reinforcement Learning and DQN algorithm

RiC

Code for the ICML 2024 paper "Rewards-in-Context: Multi-objective Alignment of Foundation Models with Dynamic Preference Adjustment"

AWGCSL

Code for ICLR 2022 paper Rethinking Goal-Conditioned Supervised Learning and Its Connection to Offline RL.

RORL

Code for NeurIPS 2022 paper "Robust offline Reinforcement Learning via Conservative Smoothing"

Modular_HER

Modular-HER is revised from OpenAI baselines and supports many improvements for Hindsight Experience Replay as modules.

RIQL

Code for ICLR 2024 paper "Towards Robust Offline Reinforcement Learning under Diverse Data Corruption"

GOAT

Code for the ICML 2023 paper "What is Essential for Unseen Goal Generalization of Offline Goal-conditioned RL?".

Model-basedHER

Model-based Hindsight Experience Replay

Txt_to_timeline

A python tool to make a beautiful timeline by writing a txt file like diary.

HERO

code for Combining Hindsight and Imagination in Multi-goal ReinforcementLearning

UWMSG

yangrui2015.github.io

d3rlpy

An offline deep reinforcement learning library

rlkit_pro

Improving original rlkit forked from https://github.com/vitchyr/rlkit

starter-academic

COMP4901Y_Course_HKUST

Course Material for the UG Course COMP4901Y

dmc2gym

OpenAI Gym wrapper for the DeepMind Control Suite

icml-nips-iclr-dataset

Papers, authors and author affiliations from ICML, NeurIPS and ICLR 2006-2021

Meta-Envs

Meta environments package for reinforcement learning

minimalRL

Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

pics

pics for markdown url

reward-bench

RewardBench: the first evaluation tool for reward models.

rl-baselines-zoo

A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.

rlkit

Collection of reinforcement learning algorithms

sequential_social_dilemma_games

Repo for reproduction of sequential social dilemmas

SocialRobot

stable-baselines

A fork of OpenAI Baselines, implementations of reinforcement learning algorithms

starter-hugo-academic

YangRui2015

Hi there