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Researcher
Anna Harutyunyan
- Keywords:Computer science (incl. applied informatics)
Affiliations
- Faculty of Sciences and Bioengineering Sciences (Faculty)
Member
From11 Aug 2015 → 30 Mar 2018 - Informatics and Applied Informatics (Department)
Member
From15 Feb 2013 → 31 Dec 2017 - Computational Modelling (Research group)
Member
From15 Feb 2013 → 31 Dec 2016
Publications
1 - 10 of 15
- Reinforcement Learning in POMDPs with Memoryless Options and Option-Observation Initiation Sets(2018)Series: AAAI Conference on Artificial Intelligence
Authors: Denis Steckelmacher, Diederik M. Roijers, Anna Harutyunyan, Peter Vrancx, Helene Plisnier, Ann Nowe
Pages: 4099-4106Number of pages: 8 - Learning with options that terminate off-policy(2018)
Authors: Anna Harutyunyan, Pierre Luc Bacon, Doina Precup, Ann Nowe
Pages: 3173-3182Number of pages: 10 - 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 - Safe and Efficient Off-Policy Reinforcement Learning(2016)
Authors: Remi Munos, Tom Stepleton, Anna Harutyunyan, Marc G. Bellemare
Pages: 1054-1062 - Predicting Seat-Off and Detecting Start-of-Assistance Events for Assisting Sit-to-Stand with an Exoskeleton(2016)
Authors: Kevin Tanghe, Anna Harutyunyan, Erwin Aertbelien, Friedl De Groote, Joris De Schutter, Ann Nowe
- Shaping Mario with Human Advice (Demonstration)(2015)
Authors: Anna Harutyunyan, Tim Brys, Ann Nowe
Pages: 1913-1914Number of pages: 2 - Expressing Arbitrary Reward Functions as Potential-Based Advice(2015)Series: Twenty-Ninth AAAI Conference on Artificial Intelligence
Authors: Anna Harutyunyan, Sam Devlin, Ann Nowe
Number of pages: 7 - Multi-Scale Reward Shaping via an Off-Policy Ensemble(2015)
Authors: Anna Harutyunyan, Tim Brys, Ann Nowe
Pages: 1641–1642Number of pages: 2 - Policy Transfer using Reward Shaping(2015)
Authors: Tim Brys, Anna Harutyunyan, Matthew E. Taylor, Ann Nowe
Pages: 181-188Number of pages: 8