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eldo pei's Projects

gnn-rl-for-amod icon gnn-rl-for-amod

Official implementation of "Graph Neural Network Reinforcement Learning for Autonomous Mobility-on-Demand

gym icon gym

A toolkit for developing and comparing reinforcement learning algorithms.

gymnasium icon gymnasium

An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)

ig-rl icon ig-rl

Inductive Graph Reinforcement Learning for Massive-Scale Traffic Signal Control

informarl icon informarl

Code for our paper: Scalable Multi-Agent Reinforcement Learning through Intelligent Information Aggregation

lianxi icon lianxi

C#ๅ…ฅ้—จ้กน็›ฎ

madrl icon madrl

Repo containing code for multi-agent deep reinforcement learning (MADRL).

mlimpl icon mlimpl

This repository collects some codes that encapsulates commonly used algorithms in the field of machine learning. Most of them are based on Numpy, Pandas or Torch. You can deepen your understanding to related model and algorithm or revise it to get the customized code belongs yourself by referring to this repository.

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