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Yang Peng's Projects

bunchparlett icon bunchparlett

A proof-of-concept implementation of the Bunch-Parlett algorithm for LDL decomposition of indefinite Hermitian matrices

dfedda-gt icon dfedda-gt

Gradient Tracking for High Dimensional Federated Optimization

ecole icon ecole

Extensible Combinatorial Optimization Learning Environments

fedrl icon fedrl

Hao Jin, Yang Peng, Wenhao Yang, Shusen Wang and Zhihua Zhang. Federated Reinforcement Learning with Environment Heterogeneity. AISTATS, 2022.

gym icon gym

A toolkit for developing and comparing reinforcement learning algorithms.

gym-nav2d icon gym-nav2d

A simple continuous 2d navigation task for few-shot RL tasks

ptan icon ptan

PyTorch Agent Net: reinforcement learning toolkit for pytorch

ray icon ray

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a toolkit of libraries (Ray AIR) for accelerating ML workloads.

readme icon readme

README文件语法解读,即Github Flavored Markdown语法介绍

sicmdp icon sicmdp

Implementation of the environments and algorithms in Semi-infinitely Constrained Markov Decision Processes

sicmdp-new icon sicmdp-new

Implementation of the environments and algorithms in Semi-Infinitely Constrained Markov Decision Processes and Efficient Reinforcement Learning

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