Anna Harutyunyan

51 papers A* 11A 6B 3C 2Journal 28Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Agency Is Frame-Dependent. CoRR David Abel, André Barreto, Michael Bowling, Will Dabney, Shi Dong, Steven Hansen, Anna Harutyunyan, Khimya Khetarpal, Clare Lyle, Razvan Pascanu, Georgios Piliouras, Doina Precup, Jonathan Richens, Mark Rowland, Tom Schaul, Satinder Singh
2025	J	`jnl`	Plasticity as the Mirror of Empowerment. CoRR David Abel, Michael Bowling, André Barreto, Will Dabney, Shi Dong, Steven Hansen, Anna Harutyunyan, Khimya Khetarpal, Clare Lyle, Razvan Pascanu, Georgios Piliouras, Doina Precup, Jonathan Richens, Mark Rowland, Tom Schaul, Satinder Singh
2024	J	`jnl`	An Analysis of Quantile Temporal-Difference Learning. J. Mach. Learn. Res. Mark Rowland, Rémi Munos, Mohammad Gheshlaghi Azar, Yunhao Tang, Georg Ostrovski, Anna Harutyunyan, Karl Tuyls, Marc G. Bellemare, Will Dabney
2024	J	`jnl`	Three Dogmas of Reinforcement Learning. RLJ David Abel, Mark K. Ho, Anna Harutyunyan
2024	J	`jnl`	Three Dogmas of Reinforcement Learning. CoRR David Abel, Mark K. Ho, Anna Harutyunyan
2023	J	`jnl`	An Analysis of Quantile Temporal-Difference Learning. CoRR Mark Rowland, Rémi Munos, Mohammad Gheshlaghi Azar, Yunhao Tang, Georg Ostrovski, Anna Harutyunyan, Karl Tuyls, Marc G. Bellemare, Will Dabney
2023	A*	`conf`	Bootstrapped Representations in Reinforcement Learning. ICML Charline Le Lan, Stephen Tu, Mark Rowland, Anna Harutyunyan, Rishabh Agarwal, Marc G. Bellemare, Will Dabney
2023	J	`jnl`	Bootstrapped Representations in Reinforcement Learning. CoRR Charline Le Lan, Stephen Tu, Mark Rowland, Anna Harutyunyan, Rishabh Agarwal, Marc G. Bellemare, Will Dabney
2023	A*	`conf`	DoMo-AC: Doubly Multi-step Off-policy Actor-Critic Algorithm. ICML Yunhao Tang, Tadashi Kozuno, Mark Rowland, Anna Harutyunyan, Rémi Munos, Bernardo Ávila Pires, Michal Valko
2023	J	`jnl`	DoMo-AC: Doubly Multi-step Off-policy Actor-Critic Algorithm. CoRR Yunhao Tang, Tadashi Kozuno, Mark Rowland, Anna Harutyunyan, Rémi Munos, Bernardo Ávila Pires, Michal Valko
2022	A*	`conf`	On the Expressivity of Markov Reward (Extended Abstract). IJCAI David Abel, Will Dabney, Anna Harutyunyan, Mark K. Ho, Michael L. Littman, Doina Precup, Satinder Singh
2022	J	`jnl`	Policy invariant explicit shaping: an efficient alternative to reward shaping. Neural Comput. Appl. Paniz Behboudian, Yash Satsangi, Matthew E. Taylor, Anna Harutyunyan, Michael Bowling
2021	A*	`conf`	Counterfactual Credit Assignment in Model-Free Reinforcement Learning. ICML Thomas Mesnard, Theophane Weber, Fabio Viola, Shantanu Thakoor, Alaa Saade, Anna Harutyunyan, Will Dabney, Thomas S. Stepleton, Nicolas Heess, Arthur Guez, Eric Moulines, Marcus Hutter, Lars Buesing, Rémi Munos
2021	A*	`conf`	On the Expressivity of Markov Reward. NeurIPS David Abel, Will Dabney, Anna Harutyunyan, Mark K. Ho, Michael L. Littman, Doina Precup, Satinder Singh
2021	J	`jnl`	On the Expressivity of Markov Reward. CoRR David Abel, Will Dabney, Anna Harutyunyan, Mark K. Ho, Michael L. Littman, Doina Precup, Satinder Singh
2021	J	`jnl`	Special issue on adaptive and learning agents 2018. Knowl. Eng. Rev. Patrick Mannion, Anna Harutyunyan, Bei Peng, Kaushik Subramanian
2020	A	`conf`	Conditional Importance Sampling for Off-Policy Learning. AISTATS Mark Rowland, Anna Harutyunyan, Hado van Hasselt, Diana Borsa, Tom Schaul, Rémi Munos, Will Dabney
2020	J	`jnl`	Counterfactual Credit Assignment in Model-Free Reinforcement Learning. CoRR Thomas Mesnard, Théophane Weber, Fabio Viola, Shantanu Thakoor, Alaa Saade, Anna Harutyunyan, Will Dabney, Tom Stepleton, Nicolas Heess, Arthur Guez, Marcus Hutter, Lars Buesing, Rémi Munos
2020	J	`jnl`	Useful Policy Invariant Shaping from Arbitrary Advice. CoRR Paniz Behboudian, Yash Satsangi, Matthew E. Taylor, Anna Harutyunyan, Michael Bowling
2019	J	`jnl`	Conditional Importance Sampling for Off-Policy Learning. CoRR Mark Rowland, Anna Harutyunyan, Hado van Hasselt, Diana Borsa, Tom Schaul, Rémi Munos, Will Dabney
2019	A*	`conf`	Hindsight Credit Assignment. NeurIPS Anna Harutyunyan, Will Dabney, Thomas Mesnard, Mohammad Gheshlaghi Azar, Bilal Piot, Nicolas Heess, Hado van Hasselt, Gregory Wayne, Satinder Singh, Doina Precup, Rémi Munos
2019	J	`jnl`	Hindsight Credit Assignment. CoRR Anna Harutyunyan, Will Dabney, Thomas Mesnard, Mohammad Gheshlaghi Azar, Bilal Piot, Nicolas Heess, Hado van Hasselt, Greg Wayne, Satinder Singh, Doina Precup, Rémi Munos
2019	A*	`conf`	Per-Decision Option Discounting. ICML Anna Harutyunyan, Peter Vrancx, Philippe Hamel, Ann Nowé, Doina Precup
2019	A	`conf`	The Termination Critic. AISTATS Anna Harutyunyan, Will Dabney, Diana Borsa, Nicolas Heess, Rémi Munos, Doina Precup
2019	J	`jnl`	The Termination Critic. CoRR Anna Harutyunyan, Will Dabney, Diana Borsa, Nicolas Heess, Rémi Munos, Doina Precup
2018	A*	`conf`	Learning With Options That Terminate Off-Policy. AAAI Anna Harutyunyan, Peter Vrancx, Pierre-Luc Bacon, Doina Precup, Ann Nowé
2018	A*	`conf`	Reinforcement Learning in POMDPs With Memoryless Options and Option-Observation Initiation Sets. AAAI Denis Steckelmacher, Diederik M. Roijers, Anna Harutyunyan, Peter Vrancx, Hélène Plisnier, Ann Nowé
2018	J	`jnl`	Special issue on adaptive and learning agents 2017. Knowl. Eng. Rev. Patrick Mannion, Anna Harutyunyan, Kaushik Subramanian
2017	J	`jnl`	Learning with Options that Terminate Off-Policy. CoRR Anna Harutyunyan, Peter Vrancx, Pierre-Luc Bacon, Doina Precup, Ann Nowé
2017	J	`jnl`	Multi-objectivization and ensembles of shapings in reinforcement learning. Neurocomputing Tim Brys, Anna Harutyunyan, Peter Vrancx, Ann Nowé, Matthew E. Taylor
2017	J	`jnl`	Real-Time Gait Event Detection Based on Kinematic Data Coupled to a Biomechanical Model. Sensors Stefan Lambrecht, Anna Harutyunyan, Kevin Tanghe, Maarten Afschrift, Joris De Schutter, Ilse Jonkers
2017	J	`jnl`	Reinforcement Learning in POMDPs with Memoryless Options and Option-Observation Initiation Sets. CoRR Denis Steckelmacher, Diederik M. Roijers, Anna Harutyunyan, Peter Vrancx, Ann Nowé
2016	J	`jnl`	Predicting Seat-Off and Detecting Start-of-Assistance Events for Assisting Sit-to-Stand With an Exoskeleton. IEEE Robotics Autom. Lett. Kevin Tanghe, Anna Harutyunyan, Erwin Aertbeliën, Friedl De Groote, Joris De Schutter, Peter Vrancx, Ann Nowé
2016	J	`jnl`	Q($λ$) with Off-Policy Corrections. CoRR Anna Harutyunyan, Marc G. Bellemare, Tom Stepleton, Rémi Munos
2016	B	`conf`	Q(λ) with Off-Policy Corrections. ALT Anna Harutyunyan, Marc G. Bellemare, Tom Stepleton, Rémi Munos
2016	—	`conf`	Safe and Efficient Off-Policy Reinforcement Learning. NIPS Rémi Munos, Tom Stepleton, Anna Harutyunyan, Marc G. Bellemare
2016	J	`jnl`	Safe and Efficient Off-Policy Reinforcement Learning. CoRR Rémi Munos, Tom Stepleton, Anna Harutyunyan, Marc G. Bellemare
2015	A*	`conf`	Expressing Arbitrary Reward Functions as Potential-Based Advice. AAAI Anna Harutyunyan, Sam Devlin, Peter Vrancx, Ann Nowé
2015	A	`conf`	Multi-Scale Reward Shaping via an Off-Policy Ensemble. AAMAS Anna Harutyunyan, Tim Brys, Peter Vrancx, Ann Nowé
2015	J	`jnl`	Off-Policy Reward Shaping with Ensembles. CoRR Anna Harutyunyan, Tim Brys, Peter Vrancx, Ann Nowé
2015	A	`conf`	Policy Transfer using Reward Shaping. AAMAS Tim Brys, Anna Harutyunyan, Matthew E. Taylor, Ann Nowé
2015	A*	`conf`	Reinforcement Learning from Demonstration through Shaping. IJCAI Tim Brys, Anna Harutyunyan, Halit Bener Suay, Sonia Chernova, Matthew E. Taylor, Ann Nowé
2015	A	`conf`	Shaping Mario with Human Advice. AAMAS Anna Harutyunyan, Tim Brys, Peter Vrancx, Ann Nowé
2014	B	`conf`	Multi-objectivization of reinforcement learning problems by reward shaping. IJCNN Tim Brys, Anna Harutyunyan, Peter Vrancx, Matthew E. Taylor, Daniel Kudenko, Ann Nowé
2014	A	`conf`	Off-Policy Shaping Ensembles in Reinforcement Learning. ECAI Anna Harutyunyan, Tim Brys, Peter Vrancx, Ann Nowé
2014	J	`jnl`	Off-Policy Shaping Ensembles in Reinforcement Learning. CoRR Anna Harutyunyan, Tim Brys, Peter Vrancx, Ann Nowé
2013	C	`conf`	Boundary-to-Boundary Flows in Planar Graphs. IWOCA Glencora Borradaile, Anna Harutyunyan
2013	J	`jnl`	Boundary-to-boundary flows in planar graphs. CoRR Glencora Borradaile, Anna Harutyunyan
2013	C	`conf`	Maximum st-Flow in Directed Planar Graphs via Shortest Paths. IWOCA Glencora Borradaile, Anna Harutyunyan
2013	J	`jnl`	Maximum st-flow in directed planar graphs via shortest paths CoRR Glencora Borradaile, Anna Harutyunyan
2012	B	`conf`	Planted-model evaluation of algorithms for identifying differences between spreadsheets. VL/HCC Anna Harutyunyan, Glencora Borradaile, Chris Chambers, Christopher Scaffidi