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Conor F. Hayes

Utility-Based Reinforcement Learning: Unifying Single-objective and Multi-objective Reinforcement Learning

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Feb 05, 2024
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Distributional Multi-Objective Decision Making

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May 19, 2023
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Monte Carlo Tree Search Algorithms for Risk-Aware and Multi-Objective Reinforcement Learning

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Dec 06, 2022
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Multi-Objective Coordination Graphs for the Expected Scalarised Returns with Generative Flow Models

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Jul 01, 2022
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Exploring the Pareto front of multi-objective COVID-19 mitigation policies using reinforcement learning

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Apr 11, 2022
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Expected Scalarised Returns Dominance: A New Solution Concept for Multi-Objective Decision Making

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Jun 02, 2021
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A Practical Guide to Multi-Objective Reinforcement Learning and Planning

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Mar 17, 2021
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Risk Aware and Multi-Objective Decision Making with Distributional Monte Carlo Tree Search

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Feb 02, 2021
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