Mendez, Jorge A

7 publications

JMLR 2023 Gap Minimization for Knowledge Sharing and Transfer Boyu Wang, Jorge A. Mendez, Changjian Shui, Fan Zhou, Di Wu, Gezheng Xu, Christian Gagné, Eric Eaton

TMLR 2023 How to Reuse and Compose Knowledge for a Lifetime of Tasks: A Survey on Continual Learning and Functional Composition Jorge A Mendez, Eric Eaton

CoLLAs 2022 CompoSuite: A Compositional Reinforcement Learning Benchmark Jorge A. Mendez, Marcel Hussing, Meghna Gummadi, Eric Eaton

ICLR 2022 Modular Lifelong Reinforcement Learning via Neural Composition Jorge A Mendez, Harm van Seijen, Eric Eaton

CoLLAs 2022 SHELS: Exclusive Feature Sets for Novelty Detection and Continual Learning Without Class Boundaries Meghna Gummadi, David Kent, Jorge A. Mendez, Eric Eaton

ICLR 2021 Lifelong Learning of Compositional Structures Jorge A Mendez, Eric Eaton

ICMLW 2020 Lifelong Learning of Factored Policies via Policy Gradients Jorge A Mendez, Eric Eaton