ltzheng Goto Github PK

alphafold

Open source code for AlphaFold.

cds

coinrun

Code for the paper "Quantifying Transfer in Reinforcement Learning"

curriculummarl

Code of "Towards Skilled Population Curriculum for MARL" + Implementation of Curriculum MARL algorithms based on Ray

data-privacy

Preserve data privacy with k-anonymity (samarati & mondrian), differential privacy, federated learning, paillier homomorphic encryption, etc.

dexteroushands

This is a library that provides dual dexterous hand manipulation tasks through Isaac Gym

dm_control

DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.

dmc2gym

OpenAI Gym wrapper for the DeepMind Control Suite

efficientzero

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

football

Google football with more wrappers, scenarios and flexible task parameters

formal-methods-ustc

Experiments for the Formal Methods course

ltzheng.github.io

mappo-football

Multi-Agent PPO (MAPPO) with the Google Research Football environment.

muzero-general

MuZero

numerical-analysis

Assignments for the Numerical Methods course at USTC

ofdclean

Contextual Data Cleaning with Ontological Functional Dependencies

open_spiel

OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.

overcooked_ai

A benchmark environment for fully cooperative human-AI performance.

parallel-computing-ustc

Experiments for the Parallel Computing course

pddpg-hfo

Half Field Offense in Robocup 2D Soccer with reinforcement learning

pix2act

pymarl2

Rethinking the Importance of Implementation Tricks in Multi-Agent Reinforcement Learning

ray

An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.

replica-currency-estimation

Python implementation of Replica Currency Estimation

stanford_alpaca

Code and documentation to train Stanford's Alpaca models, and generate the data.

synapse

[ICLR 2024] Trajectory-as-Exemplar Prompting with Memory for Computer Control

vllm

A high-throughput and memory-efficient inference and serving engine for LLMs