conftrace_

multi-objective reinforcement learning

31 papers

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Also known as

MORL

Co-occurring keywords

multi-objective optimization (364) preference learning (418) reinforcement learning (4352) reward function (291) policy learning (702) pareto optimization (78) policy gradient (520) pareto front (63) policy adaptation (26) autonomous agent (168)

Papers

Accommodating Picky Customers: Regret Bound and Exploration Complexity for Multi-Objective Reinforcement Learning NIPS 2021
Reinforcement Learning for Constrained Markov Decision Processes AISTATS 2021
Prediction-Guided Multi-Objective Reinforcement Learning for Continuous Robot Control ICML 2020
Learning Fair Policies in Multi-Objective (Deep) Reinforcement Learning with Average and Discounted Rewards ICML 2020
A Generalized Algorithm for Multi-Objective Reinforcement Learning and Policy Adaptation NIPS 2019
Multi-Objective Reinforcement Learning using Sets of Pareto Dominating Policies JMLR 2014