yang0110

Bandit-algorithms

LinRel, SupLinRel, LinUCB, SupLinUCB, UCB-GLM, SupCB-GLM, LinTS, E-greedy, Giro, LinPhe, Phased Elimination, LSE, SpectralEliminator

comPy

Communication system and signal processing library

differentiable-bandit-algorithm

graph-based-bandit

algorithms for graph-based bandit

graph_signal_processing

Graph signal processing

GraphUCB-and-GraphUCB-Local-Algorithms

Algorithms of my AISTATS 2020 paper: Laplacian-regularized graph bandits: Algorithms and theoretical analysis

ray-rllib-hardcore

This repo extends Ray RLlib (2.9.0) with addiitonal algorithms and support required by complex real-world RL scenarios

RL-Algorithms-Implementation

RL-Research-Large-Scale

This repos show how to setup large-scale RL training platform on AWS Cloud to run RL Research

Time-Series-Library-extention

A Library for Advanced Deep Time Series Models.

yang0110/ml-agents-on-aws

The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.

yang0110/ray-rllib-hardcore

This repo extends Ray RLlib (2.9.0) with addiitonal algorithms and support required by complex real-world RL scenarios

yang0110/RL-Research-Large-Scale

This repos show how to setup large-scale RL training platform on AWS Cloud to run RL Research

yang0110/Time-Series-Library-extention

A Library for Advanced Deep Time Series Models.

yang0110/AIGames

use AI to play some games.

yang0110/allRank

allRank is a framework for training learning-to-rank neural models based on PyTorch.

yang0110/alphageometry

yang0110/alphazero-general

A fast, generalized, and modified implementation of Deepmind's distinguished AlphaZero in PyTorch.

yang0110/awesome-game-ai

Awesome Game AI materials of Multi-Agent Reinforcement Learning

yang0110/carla

Open-source simulator for autonomous driving research.

yang0110/ddpo

Code for the paper "Training Diffusion Models with Reinforcement Learning"

yang0110/Deep-Reinforcement-Learning-Hands-On-Third-Edition

Deep Reinforcement Learning Hands-On, 3E_Published by Packt

yang0110/Dense-Deep-Reinforcement-Learning

This repo contains the code for paper "Dense reinforcement learning for safety validation of autonomous vehicles"

yang0110/dreamerv3

Mastering Diverse Domains through World Models

yang0110/efficientalphazero

AlphaZero for singleplayer environments implemented efficiently using Ray

yang0110/EfficientZero

Open-source codebase for EfficientZero, from "Mastering Atari Games with Limited Data" at NeurIPS 2021.

yang0110/flappy-bird-env

Flappy Bird as a Farama Gymnasium environment.

yang0110/Group-robust-preference-optimization

yang0110/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.

yang0110/imitation-learning-in-action

imitation-learning-in-action

yang0110/LightZero

LightZero: A lightweight and efficient MCTS/AlphaZero/MuZero algorithm toolkit.

yang0110/Open-Sora

Building your own video generation model like OpenAI's Sora

yang0110/Open-Sora-Plan

This project aim to reproducing Sora (Open AI T2V model), but we only have limited resource. We deeply wish the all open source community can contribute to this project.

yang0110/peaceful-pie

Control Unity from Python! Use for reinforcement learning.

yang0110/ray-rllib-experiments

advanced usage of Ray RLlib

yang0110/shortcut-models

yang0110/spacetimeformer

Multivariate Time Series Forecasting with efficient Transformers. Code for the paper "Long-Range Transformers for Dynamic Spatiotemporal Forecasting."

yang0110/streaming-drl

Deep reinforcement learning without experience replay, target networks, or batch updates.

yang0110/verl

veRL: Volcano Engine Reinforcement Learning for LLM

yang0110/VideoAgent

Official implementation of "Self-Improving Video Generation as Agent"