The Overcooked Generalisation Challenge

The Overcooked Generalisation Challenge

25 June 2024

Constantin Ruhdorfer

Matteo Bortoletto

Andreas Bulling

Papers citing "The Overcooked Generalisation Challenge"

16 / 16 papers shown

Title
Cross-environment Cooperation Enables Zero-shot Multi-agent Coordination Kunal Jha Wilka Carvalho Yancheng Liang S. Du Max Kleiman-Weiner Natasha Jaques 22 0 0 17 Apr 2025
Predicting Multi-Agent Specialization via Task Parallelizability Elizabeth Mieczkowski Ruaridh Mon-Williams Neil R. Bramley Christopher G. Lucas Natalia Vélez Thomas L. Griffiths 39 1 0 19 Mar 2025
Select to Perfect: Imitating desired behavior from large multi-agent data Tim Franzmeyer Edith Elkind Philip H. S. Torr Jakob N. Foerster Joao Henriques 26 2 0 06 May 2024
Verco: Learning Coordinated Verbal Communication for Multi-agent Reinforcement Learning Dapeng Li Hang Dong Lu Wang Bo Qiao Si Qin ... Dongmei Zhang Qi Zhang Zhiwei Xu Bin Zhang Guoliang Fan 29 2 0 27 Apr 2024
LLM-Powered Hierarchical Language Agent for Real-time Human-AI Coordination Jijia Liu Chao Yu Jiaxuan Gao Yuqing Xie Qingmin Liao Yi Wu Yu Wang LLMAG LM&Ro 79 34 0 23 Dec 2023
Neural Reasoning About Agents' Goals, Preferences, and Actions Matteo Bortoletto Lei Shi Andreas Bulling 26 5 0 12 Dec 2023
minimax: Efficient Baselines for Autocurricula in JAX Minqi Jiang Michael Dennis Edward Grefenstette Tim Rocktaschel 19 8 0 21 Nov 2023
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 19 3 0 11 Oct 2023
Structured State Space Models for In-Context Reinforcement Learning Chris Xiaoxuan Lu Yannick Schroecker Albert Gu Emilio Parisotto Jakob N. Foerster Satinder Singh Feryal M. P. Behbahani AI4TS 84 80 0 07 Mar 2023
MAESTRO: Open-Ended Environment Design for Multi-Agent Reinforcement Learning Mikayel Samvelyan Akbir Khan Michael Dennis Minqi Jiang Jack Parker-Holder Jakob N. Foerster Roberta Raileanu Tim Rocktaschel 34 12 0 06 Mar 2023
Towards a Standardised Performance Evaluation Protocol for Cooperative MARL R. Gorsane Omayma Mahjoub Ruan de Kock Roland Dubb Siddarth S. Singh Arnu Pretorius OffRL 31 48 0 21 Sep 2022
Collaborating with Humans without Human Data D. Strouse Kevin R. McKee M. Botvinick Edward Hughes Richard Everett 110 158 0 15 Oct 2021
Replay-Guided Adversarial Environment Design Minqi Jiang Michael Dennis Jack Parker-Holder Jakob N. Foerster Edward Grefenstette Tim Rocktaschel 113 94 0 06 Oct 2021
Baby Intuitions Benchmark (BIB): Discerning the goals, preferences, and actions of others Kanishk Gandhi Gala Stojnic Brenden Lake M. Dillon 36 46 0 23 Feb 2021
"Other-Play" for Zero-Shot Coordination Hengyuan Hu Adam Lerer A. Peysakhovich Jakob N. Foerster VLM OffRL 127 213 0 06 Mar 2020
CAD2RL: Real Single-Image Flight without a Single Real Image Fereshteh Sadeghi Sergey Levine SSL 212 808 0 13 Nov 2016