Concepedia

Anna Harutyunyan

AH

12

Publications

623

Citations

12

H-Index

2014

Active since

Affiliations

Vrije Universiteit Brussel(Current)

Washington State University

Google (United States)

McGill University

Anna Harutyunyan is an author at Vrije Universiteit Brussel specializing in robot learning, artificial intelligence, and machine learning.

Top concepts

EngineeringRobot LearningMachine LearningArtificial IntelligenceGame TheoryDecision TheoryCognitive ScienceComputer ScienceIntelligent SystemsKinesiology

Publications per year

2014–2019

12

Publications

12

Reinforcement learning from demonstration through shaping

Tim Brys, Anna Harutyunyan, Halit Bener Suay et al. · 2015 · 156 citations

Expressing Arbitrary Reward Functions as Potential-Based Advice

Anna Harutyunyan, Sam Devlin, Peter Vrancx et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2015 · 96 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +21

Safe and Efficient Off-Policy Reinforcement Learning

Rémi Munos, Anna Harutyunyan, Marc G. Bellemare · arXiv (Cornell University) · 2016 · 93 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +17

Multi-objectivization of reinforcement learning problems by reward shaping

Tim Brys, Anna Harutyunyan, Peter Vrancx et al. · 2014 · 60 citations

Artificial Intelligence, Cognitive Science, Engineering +14

Policy Transfer using Reward Shaping

Tim Brys, Anna Harutyunyan, Matthew E. Taylor et al. · Adaptive Agents and Multi-Agents Systems · 2015 · 51 citations

Artificial Intelligence, Engineering, Machine Learning +19

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