Sam Devlin

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Daniel KudenkoL3S Research Center, Leibniz University Hannover, GermanyDirección de correo verificada de l3s.de
Katja HofmannMicrosoft ResearchDirección de correo verificada de microsoft.com
Peter I. CowlingProfessor of AI, Queen Mary University of LondonDirección de correo verificada de qmul.ac.uk
Ignazio CabrasNewcastle Business School, Northumbria UniversityDirección de correo verificada de northumbria.ac.uk
Nikolaos GoumagiasAssistant Professor of Entrepreneurship and innovationDirección de correo verificada de northumbria.ac.uk
Victoria HodgeUniversity of York, UKDirección de correo verificada de york.ac.uk
Professor Feng LiAssociate Dean for Research, Bayes Business School (Formerly Cass), City, University of LondonDirección de correo verificada de city.ac.uk
Kiran FernandesDurham University Business SchoolDirección de correo verificada de durham.ac.uk
Mingfei SunLecturer (Assistant Professor), University of ManchesterDirección de correo verificada de manchester.ac.uk
Kamil CiosekSpotifyDirección de correo verificada de spotify.com
Raluca GeorgescuMicrosoft ResearchDirección de correo verificada de microsoft.com
Enda HowleyHead of School of Computer Science, University of GalwayDirección de correo verificada de nuigalway.ie
David BignellResearch Scientist, Microsoft ResearchDirección de correo verificada de microsoft.com
Nick SephtonUniversity of YorkDirección de correo verificada de york.ac.uk
Patrick MannionLecturer Above the Bar / Assistant Professor in Computer Science, University of GalwayDirección de correo verificada de universityofgalway.ie
Jim DugganPersonal Professor in Computer Science, University of GalwayDirección de correo verificada de universityofgalway.ie
Alberto NucciarelliUniversity of TrentoDirección de correo verificada de unitn.it
Anders DrachenProfessor, SDU Metaverse Lab, University of Southern DenmarkDirección de correo verificada de york.ac.uk
Sebastian TschiatschekUniversity of ViennaDirección de correo verificada de univie.ac.at
Cheng ZhangGenAI, MetaDirección de correo verificada de meta.com

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Sam Devlin

Microsoft Research Cambridge

Dirección de correo verificada de microsoft.com

Artificial Intelligence Machine Learning Game AI


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
Dynamic potential-based reward shaping SM Devlin, D Kudenko 11th International Conference on Autonomous Agents and Multiagent Systems …, 2012	281	2012
Potential-based difference rewards for multiagent reinforcement learning S Devlin, L Yliniemi, D Kudenko, K Tumer Proceedings of the 2014 international conference on Autonomous agents and …, 2014	271	2014
Generalization in reinforcement learning with selective noise injection and information bottleneck M Igl, K Ciosek, Y Li, S Tschiatschek, C Zhang, S Devlin, K Hofmann Advances in neural information processing systems 32, 2019	204	2019
Potential-based reward shaping for finite horizon online pomdp planning A Eck, LK Soh, S Devlin, D Kudenko Autonomous Agents and Multi-Agent Systems 30 (3), 403-445, 2016	191	2016
Imitating human behaviour with diffusion models T Pearce, T Rashid, A Kanervisto, D Bignell, M Sun, R Georgescu, ... arXiv preprint arXiv:2301.10677, 2023	177	2023
Theoretical considerations of potential-based reward shaping for multi-agent systems S Devlin, D Kudenko Tenth International Conference on Autonomous Agents and Multi-Agent Systems …, 2011	172	2011
From value chains to technological platforms: The effects of crowdfunding in the digital game industry A Nucciarelli, F Li, KJ Fernandes, N Goumagias, I Cabras, S Devlin, ... Journal of Business Research 78, 341-352, 2017	162	2017
Expressing arbitrary reward functions as potential-based advice A Harutyunyan, S Devlin, P Vrancx, A Nowé Proceedings of the AAAI conference on artificial intelligence 29 (1), 2015	134	2015
An Empirical Study Of Potential-Based Reward Shaping And Advice In Complex, Multi-Agent Systems S Devlin, D Kudenko, M Grześ Advances in Complex Systems (ACS) 14 (02), 251-278, 2011	119	2011
Win prediction in multiplayer esports: Live professional match prediction VJ Hodge, S Devlin, N Sephton, F Block, PI Cowling, A Drachen IEEE Transactions on Games 13 (4), 368-379, 2019	115	2019
Game Intelligence S Devlin, PI Cowling, D Kudenko, N Goumagias, A Nucciareli, I Cabras, ... 2014 IEEE Conference on Computational Intelligence and Games, 1-8, 2014	102	2014
Narrative bytes: Data-driven content production in esports F Block, V Hodge, S Hobson, N Sephton, S Devlin, MF Ursu, A Drachen, ... Proceedings of the 2018 ACM international conference on interactive …, 2018	79	2018
Reward shaping for knowledge-based multi-objective multi-agent reinforcement learning P Mannion, S Devlin, J Duggan, E Howley The Knowledge Engineering Review 33, e23, 2018	77	2018
Predicting player disengagement and first purchase with event-frequency based data representation H Xie, S Devlin, D Kudenko, P Cowling 2015 IEEE conference on computational intelligence and games (CIG), 230-237, 2015	73	2015
Policy invariance under reward transformations for multi-objective reinforcement learning P Mannion, S Devlin, K Mason, J Duggan, E Howley Neurocomputing 263, 60-73, 2017	61	2017
Exploring survival rates of companies in the UK video-games industry: An empirical study I Cabras, ND Goumagias, K Fernandes, P Cowling, F Li, D Kudenko, ... Technological Forecasting and Social Change 117, 305-314, 2017	50	2017
Deep interactive bayesian reinforcement learning via meta-learning L Zintgraf, S Devlin, K Ciosek, S Whiteson, K Hofmann arXiv preprint arXiv:2101.03864, 2021	46	2021
The Multi-Agent Reinforcement Learning in Malm\" O (MARL\" O) Competition D Perez-Liebana, K Hofmann, SP Mohanty, N Kuno, A Kramer, S Devlin, ... arXiv preprint arXiv:1901.08129, 2019	44	2019
Win prediction in esports: Mixed-rank match prediction in multi-player online battle arena games V Hodge, S Devlin, N Sephton, F Block, A Drachen, P Cowling arXiv preprint arXiv:1711.06498, 2017	41	2017
Uni [mask]: Unified inference in sequential decision problems M Carroll, O Paradise, J Lin, R Georgescu, M Sun, D Bignell, S Milani, ... Advances in neural information processing systems 35, 35365-35378, 2022	40*	2022

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