conftrace_

lifelong reinforcement learning

14 papers

Explore in graph

Co-occurring keywords · papers mentioning both

transfer learning (6) policy transfer (3) continual learning (3) task distribution (2) regret bound (2) lifelong learning (2) value function (2) markov decision process (2) pac learning (2) sample complexity (2)

Papers

Statistical Guarantees for Lifelong Reinforcement Learning using PAC-Bayes Theory AISTATS 2025 Fast TRAC: A Parameter-Free Optimizer for Lifelong Reinforcement Learning NeurIPS 2024 Provably Efficient Lifelong Reinforcement Learning with Linear Representation ICLR 2023 Constructing a Good Behavior Basis for Transfer using Generalized Policy Updates ICLR 2022 Generalisation in Lifelong Reinforcement Learning through Logical Composition ICLR 2022 Model-based Lifelong Reinforcement Learning with Bayesian Exploration NeurIPS 2022 Modular Lifelong Reinforcement Learning via Neural Composition ICLR 2022 Inter-Task Similarity for Lifelong Reinforcement Learning in Heterogeneous Tasks IJCAI 2021 Lipschitz Lifelong Reinforcement Learning AAAI 2021 Reset-Free Lifelong Learning with Skill-Space Planning ICLR 2021 A Meta-MDP Approach to Exploration for Lifelong Reinforcement Learning NeurIPS 2019 Policy and Value Transfer in Lifelong Reinforcement Learning ICML 2018 State Abstractions for Lifelong Reinforcement Learning ICML 2018 Safe Policy Search for Lifelong Reinforcement Learning with Sublinear Regret ICML 2015