Richard Anthony Valenzano

29 papers A* 11A 3B 4Journal 10Unranked 1

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Expected Runtime Comparisons Between Breadth-First Search and Constant-Depth Restarting Random Walks. CoRR Daniel Platnick, Richard Anthony Valenzano
2024	J	`jnl`	GANsemble for Small and Imbalanced Data Sets: A Baseline for Synthetic Microplastics Data. CoRR Daniel Platnick, Sourena Khanzadeh, Alireza Sadeghian, Richard Anthony Valenzano
2022	J	`jnl`	Reward Machines: Exploiting Reward Function Structure in Reinforcement Learning. J. Artif. Intell. Res. Rodrigo Toro Icarte, Toryn Q. Klassen, Richard Anthony Valenzano, Sheila A. McIlraith
2021	J	`jnl`	Learning Reward Machines: A Study in Partially Observable Reinforcement Learning. CoRR Rodrigo Toro Icarte, Ethan Waldie, Toryn Q. Klassen, Richard Anthony Valenzano, Margarita P. Castro, Sheila A. McIlraith
2021	A*	`conf`	Type-WA*: Using Exploration in Bounded Suboptimal Planning. IJCAI Eldan Cohen, Richard Anthony Valenzano, Sheila A. McIlraith
2020	J	`jnl`	Reward Machines: Exploiting Reward Function Structure in Reinforcement Learning. CoRR Rodrigo Toro Icarte, Toryn Q. Klassen, Richard Anthony Valenzano, Sheila A. McIlraith
2020	J	`jnl`	The act of remembering: a study in partially observable reinforcement learning. CoRR Rodrigo Toro Icarte, Richard Anthony Valenzano, Toryn Q. Klassen, Phillip J. K. Christoffersen, Amir-massoud Farahmand, Sheila A. McIlraith
2019	A*	`conf`	LTL and Beyond: Formal Languages for Reward Function Specification in Reinforcement Learning. IJCAI Alberto Camacho, Rodrigo Toro Icarte, Toryn Q. Klassen, Richard Anthony Valenzano, Sheila A. McIlraith
2019	A*	`conf`	Learning Reward Machines for Partially Observable Reinforcement Learning. NeurIPS Rodrigo Toro Icarte, Ethan Waldie, Toryn Q. Klassen, Richard Anthony Valenzano, Margarita P. Castro, Sheila A. McIlraith
2019	J	`jnl`	Probably bounded suboptimal heuristic search. Artif. Intell. Roni Stern, Gal Dreiman, Richard Anthony Valenzano
2018	—	`conf`	Advice-Based Exploration in Model-Based Reinforcement Learning. Canadian AI Rodrigo Toro Icarte, Toryn Q. Klassen, Richard Anthony Valenzano, Sheila A. McIlraith
2018	J	`jnl`	On polygon numbers of circle graphs and distance hereditary graphs. Discret. Appl. Math. Lorna Stewart, Richard Anthony Valenzano
2018	A	`conf`	Teaching Multiple Tasks to an RL Agent using LTL. AAMAS Rodrigo Toro Icarte, Toryn Q. Klassen, Richard Anthony Valenzano, Sheila A. McIlraith
2018	A*	`conf`	Using Reward Machines for High-Level Task Specification and Decomposition in Reinforcement Learning. ICML Rodrigo Toro Icarte, Toryn Q. Klassen, Richard Anthony Valenzano, Sheila A. McIlraith
2017	J	`jnl`	A Formal Characterization of the Local Search Topology of the Gap Heuristic. CoRR Richard Anthony Valenzano, Danniel Sihui Yang
2017	B	`conf`	An Analysis and Enhancement of the Gap Heuristic for the Pancake Puzzle. SOCS Richard Anthony Valenzano, Danniel Sihui Yang
2016	A*	`conf`	On the Completeness of Best-First Search Variants That Use Random Exploration. AAAI Richard Anthony Valenzano, Fan Xie
2016	B	`conf`	Searching with a Corrupted Heuristic. SOCS Levi H. S. Lelis, Richard Anthony Valenzano, Gabriel L. Nazar, Roni Stern
2016	A*	`conf`	Using Metric Temporal Logic to Specify Scheduling Problems. KR Roy Luo, Richard Anthony Valenzano, Yi Li, J. Christopher Beck, Sheila A. McIlraith
2014	A*	`conf`	A Comparison of Knowledge-Based GBFS Enhancements and Knowledge-Free Exploration. ICAPS Richard Anthony Valenzano, Nathan R. Sturtevant, Jonathan Schaeffer, Fan Xie
2014	J	`jnl`	On polygon numbers of circle graphs and distance hereditary graphs. CoRR Lorna Stewart, Richard Anthony Valenzano
2014	A*	`conf`	Worst-Case Solution Quality Analysis When Not Re-Expanding Nodes in Best-First Search. AAAI Richard Anthony Valenzano, Nathan R. Sturtevant, Jonathan Schaeffer
2013	A*	`conf`	Better Time Constrained Search via Randomization and Postprocessing. ICAPS Fan Xie, Richard Anthony Valenzano, Martin Müller
2013	A	`conf`	Evaluating state-space abstractions in extensive-form games. AAMAS Michael Johanson, Neil Burch, Richard Anthony Valenzano, Michael Bowling
2013	A*	`conf`	Using Alternative Suboptimality Bounds in Heuristic Search. ICAPS Richard Anthony Valenzano, Shahab Jabbari Arfaee, Jordan Tyler Thayer, Roni Stern, Nathan R. Sturtevant
2012	B	`conf`	Alternative Forms of Bounded Suboptimal Search. SOCS Richard Anthony Valenzano, Shahab Jabbari Arfaee, Jordan Tyler Thayer, Roni Stern
2012	A	`conf`	ArvandHerd: Parallel Planning with a Portfolio. ECAI Richard Anthony Valenzano, Hootan Nakhost, Martin Müller, Jonathan Schaeffer, Nathan R. Sturtevant
2010	A*	`conf`	Simultaneously Searching with Multiple Settings: An Alternative to Parameter Tuning for Suboptimal Single-Agent Search Algorithms. ICAPS Richard Anthony Valenzano, Nathan R. Sturtevant, Jonathan Schaeffer, Karen Buro, Akihiro Kishimoto
2010	B	`conf`	Simultaneously Searching with Multiple Settings: An Alternative to Parameter Tuning for Suboptimal Single-Agent Search Algorithms. SOCS Richard Anthony Valenzano, Nathan R. Sturtevant, Jonathan Schaeffer, Karen Buro, Akihiro Kishimoto