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Hi there 👋

  • 🏫 I'm a grad student at Department of Computer Science and Engineering, HKUST.
  • 🔬 mainly study Machine Learning and Reinforcment Learning.

Rui's Projects

2048_env icon 2048_env

2048 environment for Reinforcement Learning and DQN algorithm

a2c icon a2c

A Clearer and Simpler Synchronous Advantage Actor Critic (A2C) Implementation in TensorFlow

awgcsl icon awgcsl

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

d3rlpy icon d3rlpy

An offline deep reinforcement learning library

dmc2gym icon dmc2gym

OpenAI Gym wrapper for the DeepMind Control Suite

goat icon goat

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

gym icon gym

A toolkit for developing and comparing reinforcement learning algorithms.

hero icon hero

code for Combining Hindsight and Imagination in Multi-goal ReinforcementLearning

hindsight-experience-replay icon hindsight-experience-replay

This is the pytorch implementation of Hindsight Experience Replay (HER) - Experiment on all fetch robotic environments.

iterm2-color-schemes icon iterm2-color-schemes

Over 200 terminal color schemes/themes for iTerm/iTerm2. Includes ports to Terminal, Konsole, PuTTY, Xresources, XRDB, Remina, Termite, XFCE, Tilda, FreeBSD VT, Terminator, Kitty, MobaXterm, LXTerminal, Microsoft's Windows Terminal

ivision_server icon ivision_server

兴趣团队微信小程序后端,用于后来者参考和改进

meta-envs icon meta-envs

Meta environments package for reinforcement learning

minimalrl icon minimalrl

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

modular_her icon modular_her

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

ric icon ric

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

riql icon riql

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

rl-adventure icon rl-adventure

Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL

rl-baselines-zoo icon rl-baselines-zoo

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

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