Scalable Evaluation of Multi-Agent Reinforcement Learning with Melting
Pot

Scalable Evaluation of Multi-Agent Reinforcement Learning with Melting Pot

14 July 2021

Edgar A. Duénez-Guzmán

Raphael Köster

Charlie Beattie

Papers citing "Scalable Evaluation of Multi-Agent Reinforcement Learning with Melting Pot"

15 / 15 papers shown

Title
Quantifying the Self-Interest Level of Markov Social Dilemmas Richard Willis Yali Du Joel Z. Leibo Michael Luck 51 0 0 28 Jan 2025
Moral Alignment for LLM Agents Elizaveta Tennant Stephen Hailes Mirco Musolesi 45 0 0 02 Oct 2024
Hokoff: Real Game Dataset from Honor of Kings and its Offline Reinforcement Learning Benchmarks Yun Qu Boyuan Wang Jianzhun Shao Yuhang Jiang Chen Chen ... Qiang Fu Wei Yang Guang Yang Lanxiao Huang Xiangyang Ji OffRL 44 9 0 20 Aug 2024
Normative Modules: A Generative Agent Architecture for Learning Norms that Supports Multi-Agent Cooperation Atrisha Sarkar Andrei Ioan Muresanu Carter Blair Aaryam Sharma Rakshit S Trivedi Gillian K Hadfield 40 1 0 29 May 2024
A social path to human-like artificial intelligence Edgar A. Duénez-Guzmán Suzanne Sadedin Jane X. Wang Kevin R. McKee Joel Z. Leibo GNN 26 28 0 22 May 2024
A Meta-Game Evaluation Framework for Deep Multiagent Reinforcement Learning Zun Li Michael P. Wellman 29 1 0 30 Apr 2024
BenchMARL: Benchmarking Multi-Agent Reinforcement Learning Matteo Bettini Amanda Prorok Vincent Moens OffRL 34 15 0 03 Dec 2023
Selectively Sharing Experiences Improves Multi-Agent Reinforcement Learning M. Gerstgrasser Tom Danino Sarah Keren 15 5 0 01 Nov 2023
Understanding the World to Solve Social Dilemmas Using Multi-Agent Reinforcement Learning Manuel Rios Nicanor Quijano Luis Felipe Giraldo 29 1 0 19 May 2023
Heterogeneous Social Value Orientation Leads to Meaningful Diversity in Sequential Social Dilemmas Udari Madhushani Kevin R. McKee J. Agapiou Joel Z. Leibo Richard Everett Thomas W. Anthony Edward Hughes K. Tuyls Edgar A. Duénez-Guzmán 36 2 0 01 May 2023
Diversity Through Exclusion (DTE): Niche Identification for Reinforcement Learning through Value-Decomposition P. Sunehag A. Vezhnevets Edgar A. Duénez-Guzmán Igor Mordach Joel Z. Leibo 20 2 0 02 Feb 2023
Melting Pot 2.0 J. Agapiou A. Vezhnevets Edgar A. Duénez-Guzmán Jayd Matyas Yiran Mao ... Sukhdeep Singh Julia Haas Igor Mordatch D. Mobbs Joel Z. Leibo 23 30 0 24 Nov 2022
Dynamic Collaborative Multi-Agent Reinforcement Learning Communication for Autonomous Drone Reforestation P. D. Siedler AI4CE 20 4 0 14 Nov 2022
Stateful active facilitator: Coordination and Environmental Heterogeneity in Cooperative Multi-Agent Reinforcement Learning Dianbo Liu Vedant Shah Oussama Boussif Cristian Meo Anirudh Goyal Tianmin Shu Michael C. Mozer N. Heess Yoshua Bengio 24 7 0 04 Oct 2022
"Other-Play" for Zero-Shot Coordination Hengyuan Hu Adam Lerer A. Peysakhovich Jakob N. Foerster VLM OffRL 136 216 0 06 Mar 2020