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Virtual reality (VR) environment for studying human-agent decision making.

PyDeco - Experiments in Decentralized and Distributed Control Algorithms

This program aims to compare the performance of the Multiagent Rollout algorithm against the Ordinary Rollout algorithm and the Base Policy in the context of the Spiders and Flies problem.

Resource Abstraction (AAMAS 2016)

Third-degree Computer Engineering subject at Universitat de Barcelona

toy example project for the in-depth study of reinforcement learning in a multi-agent setting

Designed Multi-Agent Systems for Fighting Forest Fires (by Group)- Reinforcement Learning Course Project

Approaches and solutions to the Flatland Challenge.

Reinforcement Learning

Implementation of Q-Learning using TD error to navigate a maze avoiding obstacles and a moving enemy

AI pacman project(berkeley university) - Fall 2021

Win or Learn Fast(WoLF) policy hill climbing

Small collection of Multi-agent gym environments.

A Pacman Game that runs using implemented Algorithms and Machine Learning

Multi-agent RL environment for a pikachu-volleyball game based on Pettingzoo.

Results comparison between OpenSpiel implementations, associated paper & originating works

Multiagent Deep Reinforcement learning

This repository contains Dongming Shen's demonstration code and documentation for the research projects conducted at the IDM Lab, USC. The project focuses on integrating Multi-Agent Path Finding (MAPF) with Multi-Agent Reinforcement Learning (MARL) to explore efficient coordination strategies among autonomous agents in dynamic environments.