Rick Valenzano

Rick Valenzano

Toronto Metropolitan University - Toronto / Canada
Engineering & Technology / Computer Science
AD Scientific Index ID: 661904
Ryerson University
person_outline Rick Valenzano's MOST POPULAR ARTICLES
1-) Using reward machines for high-level task specification and decomposition in reinforcement learningRT Icarte, T Klassen, R Valenzano, S McIlraithInternational Conference on Machine Learning, 2107-2116, 20181632018
2-) LTL and Beyond: Formal Languages for Reward Function Specification in Reinforcement Learning.A Camacho, RT Icarte, TQ Klassen, RA Valenzano, SA McIlraithIJCAI 19, 6065-6073, 20191312019
3-) Reward machines: Exploiting reward function structure in reinforcement learningRT Icarte, TQ Klassen, R Valenzano, SA McIlraithJournal of Artificial Intelligence Research 73, 173-208, 20221302022
4-) Learning reward machines for partially observable reinforcement learningR Toro Icarte, E Waldie, T Klassen, R Valenzano, M Castro, S McIlraithAdvances in neural information processing systems 32, 2019166*2019
5-) Teaching multiple tasks to an RL agent using LTLR Toro Icarte, TQ Klassen, R Valenzano, SA McIlraithProceedings of the 17th International Conference on Autonomous Agents and …, 20181612018