conftrace_

lifelong reinforcement learning

8 papers

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Co-occurring keywords

transfer learning (5449) lifelong learning (148) value function (295) markov decision process (790) pac learning (283) continual learning (1181) loss of plasticity (2) parameter-free optimizer (1) policy transfer (49) bootstrap learning (9)

Papers

Fast TRAC: A Parameter-Free Optimizer for Lifelong Reinforcement Learning NIPS 2024

Model-based Lifelong Reinforcement Learning with Bayesian Exploration NIPS 2022

Inter-Task Similarity for Lifelong Reinforcement Learning in Heterogeneous Tasks IJCAI 2021

Lipschitz Lifelong Reinforcement Learning AAAI 2021

A Meta-MDP Approach to Exploration for Lifelong Reinforcement Learning NIPS 2019

State Abstractions for Lifelong Reinforcement Learning ICML 2018

Policy and Value Transfer in Lifelong Reinforcement Learning ICML 2018

Safe Policy Search for Lifelong Reinforcement Learning with Sublinear Regret ICML 2015