Minimum Coverage Sets for Training Robust Ad Hoc Teamwork Agents

18 August 2023

Papers citing "Minimum Coverage Sets for Training Robust Ad Hoc Teamwork Agents"

8 / 8 papers shown

Title
Seldonian Reinforcement Learning for Ad Hoc Teamwork Edoardo Zorzi A. Castellini Leonidas Bakopoulos Georgios Chalkiadakis Alessandro Farinelli OffRL 52 0 0 05 Mar 2025
On the Complexity of Learning to Cooperate with Populations of Socially Rational Agents R. Loftin Saptarashmi Bandyopadhyay M. Çelikok 34 0 0 29 Jun 2024
Symmetry-Breaking Augmentations for Ad Hoc Teamwork Ravi Hammond Dustin Craggs Mingyu Guo Jakob Foerster Ian Reid 29 1 0 15 Feb 2024
Quantifying Agent Interaction in Multi-agent Reinforcement Learning for Cost-efficient Generalization Yuxin Chen Chen Tang Ran Tian Chenran Li Jinning Li Masayoshi Tomizuka Wei Zhan 42 3 0 11 Oct 2023
ZSC-Eval: An Evaluation Toolkit and Benchmark for Multi-agent Zero-shot Coordination Xihuai Wang Shao Zhang Wenhao Zhang Wentao Dong Jingxiao Chen Ying Wen Weinan Zhang 33 8 0 08 Oct 2023
Collaborating with Humans without Human Data D. Strouse Kevin R. McKee M. Botvinick Edward Hughes Richard Everett 124 161 0 15 Oct 2021
"Other-Play" for Zero-Shot Coordination Hengyuan Hu Adam Lerer A. Peysakhovich Jakob N. Foerster VLM OffRL 136 218 0 06 Mar 2020
MAVEN: Multi-Agent Variational Exploration Anuj Mahajan Tabish Rashid Mikayel Samvelyan Shimon Whiteson DRL 146 355 0 16 Oct 2019