Edward Hughes - researchr alias

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Viewing Publication 1 - 14 from 14

2020

Smooth markets: A basic mechanism for organizing gradient-based learnersDavid Balduzzi, Wojciech M. Czarnecki, Tom Anthony, Ian M. Gemp, Edward Hughes, Joel Z. Leibo, Georgios Piliouras, Thore Graepel. iclr 2020: [doi]

The Hanabi challenge: A new frontier for AI researchNolan Bard, Jakob N. Foerster, Sarath Chandar, Neil Burch, Marc Lanctot, H. Francis Song, Emilio Parisotto, Vincent Dumoulin, Subhodeep Moitra, Edward Hughes, Iain Dunning, Shibl Mourad, Hugo Larochelle, Marc G. Bellemare, Michael Bowling. ai, 280:103216, 2020. [doi]

Learning to Resolve Alliance Dilemmas in Many-Player Zero-Sum GamesEdward Hughes, Thomas W. Anthony, Tom Eccles, Joel Z. Leibo, David Balduzzi, Yoram Bachrach. atal 2020: 538-547 [doi]

Social Diversity and Social Preferences in Mixed-Motive Reinforcement LearningKevin R. McKee, Ian M. Gemp, Brian McWilliams, Edgar A. Duéñez-Guzmán, Edward Hughes, Joel Z. Leibo. atal 2020: 869-877 [doi]

A Generalized Training Approach for Multiagent LearningPaul Muller, Shayegan Omidshafiei, Mark Rowland, Karl Tuyls, Julien Pérolat, Siqi Liu, Daniel Hennes, Luke Marris, Marc Lanctot, Edward Hughes, Zhe Wang, Guy Lever, Nicolas Heess, Thore Graepel, Rémi Munos. iclr 2020: [doi]

Bounds and dynamics for empirical game theoretic analysisKarl Tuyls, Julien Pérolat, Marc Lanctot, Edward Hughes, Richard Everett, Joel Z. Leibo, Csaba Szepesvári, Thore Graepel. AAMAS, 34(1):7, 2020. [doi]

2019

Learning to Understand Goal Specifications by Modelling RewardDzmitry Bahdanau, Felix Hill, Jan Leike, Edward Hughes, Seyed Arian Hosseini, Pushmeet Kohli, Edward Grefenstette. iclr 2019: [doi]

The Imitation Game: Learned Reciprocity in Markov gamesTom Eccles, Edward Hughes, János Kramár, Steven Wheelwright, Joel Z. Leibo. atal 2019: 1934-1936 [doi]

Bayesian Action Decoder for Deep Multi-Agent Reinforcement LearningJakob N. Foerster, Francis Song, Edward Hughes, Neil Burch, Iain Dunning, Shimon Whiteson, Matthew Botvinick, Michael Bowling. icml 2019: 1942-1951 [doi]

Social Influence as Intrinsic Motivation for Multi-Agent Deep Reinforcement LearningNatasha Jaques, Angeliki Lazaridou, Edward Hughes, Çaglar Gülçehre, Pedro A. Ortega, DJ Strouse, Joel Z. Leibo, Nando de Freitas. icml 2019: 3040-3049 [doi]

Malthusian Reinforcement LearningJoel Z. Leibo, Julien Pérolat, Edward Hughes, Steven Wheelwright, Adam H. Marblestone, Edgar A. Duéñez-Guzmán, Peter Sunehag, Iain Dunning, Thore Graepel. atal 2019: 1099-1107 [doi]

Evolving Intrinsic Motivations for Altruistic BehaviorJane X. Wang, Edward Hughes, Chrisantha Fernando, Wojciech M. Czarnecki, Edgar A. Duéñez-Guzmán, Joel Z. Leibo. atal 2019: 683-692 [doi]

2018

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