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Researcher
Tim Brys
- Keywords:Computer science (incl. applied informatics)
Affiliations
- Informatics and Applied Informatics (Department)
Member
From1 Aug 2023 → Today - Artificial Intelligence (Research group)
Member
From1 Oct 2016 → 1 Nov 2022 - Faculty of Sciences and Bioengineering Sciences (Faculty)
Member
From17 Aug 2015 → 2 Dec 2016 - Informatics and Applied Informatics (Department)
Member
From1 Oct 2011 → 30 Sep 2018 - Computational Modelling (Research group)
Member
From1 Oct 2011 → 30 Sep 2016 - Faculty of Sciences and Bioengineering Sciences (Faculty)
Member
From1 Sep 2009 → 16 Sep 2011
Publications
1 - 10 of 29
- Adapting to Concept Drift in Credit Card Transaction Data Streams Using Contextual Bandits and Decision Trees(2018)
Authors: Dennis Soemers, Tim Brys, Kurt Driessens, Mark Winands, Ann Nowe
Pages: 7831-7836Number of pages: 6 - Multi-objectivization and ensembles of shapings in reinforcement learning(2017)
Authors: Tim Brys, Anna Harutyunyan, Peter Vrancx, Ann Nowe, Matthew Taylor
Pages: 48-59 - Human Guided Ensemble Learning in StarCraft(2016)
Authors: Tom Jaspers, Robrecht Conjaerts, Tim Brys, Anna Harutyunyan
Pages: 99-105Number of pages: 7 - Learning from Demonstration for Shaping through Inverse Reinforcement Learning(2016)
Authors: Halit Bener Suay, Tim Brys, Sonia Chernova, Matthew Taylor
Pages: 429-437 - Departure MANagement with a Reinforcement Learning Approach: Respecting CFMU Slots(2015)
Authors: Ivomar Brito Soares, Yann-Michaël De Hauwere, Kris Januarius, Tim Brys, Thierry Salvant, Ann Nowe
Pages: 1169-1176Number of pages: 8 - Risk-Sensitivity Through Multi-Objective Reinforcement Learning(2015)
Authors: Kristof Marguerite Van Moffaert, Tim Brys, Ann Nowe
Pages: 1746-1753Number of pages: 8 - Shaping Mario with Human Advice (Demonstration)(2015)
Authors: Anna Harutyunyan, Tim Brys, Ann Nowe
Pages: 1913-1914Number of pages: 2 - Multi-Scale Reward Shaping via an Off-Policy Ensemble(2015)
Authors: Anna Harutyunyan, Tim Brys, Ann Nowe
Pages: 1641–1642Number of pages: 2 - Reinforcement Learning from Demonstration through Shaping(2015)
Authors: Tim Brys, Anna Harutyunyan, Halit Bener Suay, Sonia Chernova, Matthew E. Taylor, Ann Nowe
Pages: 3352-3358Number of pages: 7 - Policy Transfer using Reward Shaping(2015)
Authors: Tim Brys, Anna Harutyunyan, Matthew E. Taylor, Ann Nowe
Pages: 181-188Number of pages: 8