Multiagent Systems · Computer Science
On Multi-Agent Learning in Team Sports Games
Yunqi Zhao, Igor Borovikov, Jason Rupert, Caedmon Somers +1
2019-06-26
Computation and Language · Computer Science
Design and Optimization of Reinforcement Learning-Based Agents in Text-Based Games
Haonan Wang, Mingjia Zhao, Junfeng Sun, Wei Liu
2025-09-04
Artificial Intelligence · Computer Science
Human-Level Reinforcement Learning through Theory-Based Modeling, Exploration, and Planning
Pedro A. Tsividis, Joao Loula, Jake Burga, Nathan Foss +4
2021-07-28
Multiagent Systems · Computer Science
Learning Policy Representations in Multiagent Systems
Aditya Grover, Maruan Al-Shedivat, Jayesh K. Gupta, Yura Burda +1
2018-08-02
Multiagent Systems · Computer Science
Developing, Evaluating and Scaling Learning Agents in Multi-Agent Environments
Ian Gemp, Thomas Anthony, Yoram Bachrach, Avishkar Bhoopchand +23
2022-09-23
Artificial Intelligence · Computer Science
A Unified Game-Theoretic Approach to Multiagent Reinforcement Learning
Marc Lanctot, Vinicius Zambaldi, Audrunas Gruslys, Angeliki Lazaridou +4
2017-11-08
Machine Learning · Computer Science
Deep Reinforcement Learning for Multi-Agent Systems: A Review of Challenges, Solutions and Applications
Thanh Thi Nguyen, Ngoc Duy Nguyen, Saeid Nahavandi
2020-04-01
Machine Learning · Computer Science
Neural MMO v1.3: A Massively Multiagent Game Environment for Training and Evaluating Neural Networks
Joseph Suarez, Yilun Du, Igor Mordatch, Phillip Isola
2020-04-20
Artificial Intelligence · Computer Science
Imitation Game: A Model-based and Imitation Learning Deep Reinforcement Learning Hybrid
Eric MSP Veith, Torben Logemann, Aleksandr Berezin, Arlena Wellßow +1
2024-04-03
Artificial Intelligence · Computer Science
Language Agents with Reinforcement Learning for Strategic Play in the Werewolf Game
Zelai Xu, Chao Yu, Fei Fang, Yu Wang +1
2025-05-30
Machine Learning · Computer Science
Multi-Agent Generative Adversarial Imitation Learning
Jiaming Song, Hongyu Ren, Dorsa Sadigh, Stefano Ermon
2018-07-27
Systems and Control · Computer Science
Model-based reinforcement learning in differential graphical games
Rushikesh Kamalapurkar, Justin R. Klotz, Patrick Walters, Warren E. Dixon
2017-07-25
Multiagent Systems · Computer Science
Analysing Factorizations of Action-Value Networks for Cooperative Multi-Agent Reinforcement Learning
Jacopo Castellini, Frans A. Oliehoek, Rahul Savani, Shimon Whiteson
2024-12-20
Multiagent Systems · Computer Science
On Memory Mechanism in Multi-Agent Reinforcement Learning
Yilun Zhou, Derrik E. Asher, Nicholas R. Waytowich, Julie A. Shah
2019-09-12
Artificial Intelligence · Computer Science
Winning Isn't Everything: Enhancing Game Development with Intelligent Agents
Yunqi Zhao, Igor Borovikov, Fernando de Mesentier Silva, Ahmad Beirami +13
2020-04-29
Multiagent Systems · Computer Science
Decentralized Multi-Agents by Imitation of a Centralized Controller
Alex Tong Lin, Mark J. Debord, Katia Estabridis, Gary Hewer +2
2021-04-26