Pick Your Battles: Interaction Graphs as Population-Level Objectives for
Strategic Diversity

Pick Your Battles: Interaction Graphs as Population-Level Objectives for Strategic Diversity

8 October 2021

Wojciech M. Czarnecki

Dhruva Tirumala

Papers citing "Pick Your Battles: Interaction Graphs as Population-Level Objectives for Strategic Diversity"

19 / 19 papers shown

Title
Role Play: Learning Adaptive Role-Specific Strategies in Multi-Agent Interactions Weifan Long Wen Wen Peng Zhai Lihua Zhang 26 0 0 02 Nov 2024
A Survey on Self-play Methods in Reinforcement Learning Ruize Zhang Zelai Xu Chengdong Ma Chao Yu Weijuan Tu ... Deheng Ye Wenbo Ding Yaodong Yang Yu Wang Yu Wang SyDa SSL OnRL 51 8 0 02 Aug 2024
Rethinking Teacher-Student Curriculum Learning through the Cooperative Mechanics of Experience Manfred Diaz Liam Paull Andrea Tacchetti 47 0 0 03 Apr 2024
Multi-Agent Diagnostics for Robustness via Illuminated Diversity Mikayel Samvelyan Davide Paglieri Minqi Jiang Jack Parker-Holder Tim Rocktaschel AAML 27 4 0 24 Jan 2024
Neural Population Learning beyond Symmetric Zero-sum Games Siqi Liu Luke Marris Marc Lanctot Georgios Piliouras Joel Z. Leibo N. Heess MLT 67 3 0 10 Jan 2024
Learning Diverse Risk Preferences in Population-based Self-play Y. Jiang Qihan Liu Xiaoteng Ma Chenghao Li Yiqin Yang Jun Yang Bin Liang Qianchuan Zhao 54 5 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
Centralized control for multi-agent RL in a complex Real-Time-Strategy game Roger Creus Castanyer 21 2 0 25 Apr 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 51 24 0 06 Mar 2023
Learning Zero-Shot Cooperation with Humans, Assuming Humans Are Biased Chao Yu Jiaxuan Gao Weiling Liu Bo Xu Hao Tang Jiaqi Yang Yu Wang Yi Wu 31 38 0 03 Feb 2023
K-level Reasoning for Zero-Shot Coordination in Hanabi Brandon Cui Hengyuan Hu Luis Pineda Jakob N. Foerster OffRL LRM 16 26 0 14 Jul 2022
Social Network Structure Shapes Innovation: Experience-sharing in RL with SAPIENS Eleni Nisioti Matéo Mahaut Pierre-Yves Oudeyer Ida Momennejad Clément Moulin-Frier 19 9 0 10 Jun 2022
Principal Trade-off Analysis Alexander Strang David Sewell Alexander Kim K. Alcedo D. Rosenbluth 6 1 0 09 Jun 2022
Simplex Neural Population Learning: Any-Mixture Bayes-Optimality in Symmetric Zero-sum Games Siqi Liu Marc Lanctot Luke Marris N. Heess MLT 131 12 0 31 May 2022
Watts: Infrastructure for Open-Ended Learning Aaron Dharna Charlie Summers Rohin Dasari Julian Togelius Amy K. Hoover 13 1 0 28 Apr 2022
NeuPL: Neural Population Learning Siqi Liu Luke Marris Daniel Hennes J. Merel N. Heess T. Graepel 30 17 0 15 Feb 2022
Lyapunov Exponents for Diversity in Differentiable Games Jonathan Lorraine Paul Vicol Jack Parker-Holder Tal Kachman Luke Metz Jakob N. Foerster 16 7 0 24 Dec 2021
Collaborating with Humans without Human Data D. Strouse Kevin R. McKee M. Botvinick Edward Hughes Richard Everett 124 161 0 15 Oct 2021
Open-Ended Learning Leads to Generally Capable Agents Open-Ended Learning Team Adam Stooke Anuj Mahajan Catarina Barros Charlie Deck ... Nicolas Porcel Roberta Raileanu Steph Hughes-Fitt Valentin Dalibard Wojciech M. Czarnecki 26 181 0 27 Jul 2021