Conor F. Hayes

A practical guide to multi-objective reinforcement learning and planning

Conor F. Hayes, Roxana Rădulescu, Eugenio Bargiacchi et al. · Virtual Community of Pathological Anatomy (University of Castilla La Mancha) · 2022 · 294 citations · Full text

Scalar reward is not enough: a response to Silver, Singh, Precup and Sutton (2021)

Peter Vamplew, Benjamin J. Smith, Johan Källström et al. · Autonomous Agents and Multi-Agent Systems · 2022 · 35 citations · Full text

Artificial Intelligence, Scalar Reward, Engineering +21

A practical guide to multi-objective reinforcement learning and planning

Conor F. Hayes, Roxana Rădulescu, Eugenio Bargiacchi et al. · Autonomous Agents and Multi-Agent Systems · 2022 · 19 citations · Full text

Actor-critic multi-objective reinforcement learning for non-linear utility functions

Mathieu Reymond, Conor F. Hayes, Denis Steckelmacher et al. · Autonomous Agents and Multi-Agent Systems · 2023 · 18 citations

Distributional Monte Carlo Tree Search for Risk-Aware and Multi-Objective Reinforcement Learning

Conor F. Hayes, Mathieu Reymond, Diederik M. Roijers et al. · 2021 · 10 citations