Patrick Mannion

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Publications

Citations

1.1K

H-Index

Active since

1999

Affiliations

Ollscoil na Gaillimhe – University of Galway(Current)

Galway-Mayo Institute of Technology

Vrije Universiteit Brussel

University of Applied Sciences Utrecht

Valeo (Ireland)

Patrick Mannion is an author at Ollscoil na Gaillimhe – University of Galway specializing in reinforcement learning, decision sciences, and multiobjective optimization.

ORCID

Publications per year

1999–2022

Publications

A practical guide to multi-objective reinforcement learning and planning

Conor F. Hayes, Roxana Rădulescu, Eugenio Bargiacchi et al. · VUBIR (Vrije Universiteit Brussel) · 2022 · 327 citations · Full text

Business, Decision Sciences, Decision Making +13

Deep Reinforcement Learning for Autonomous Driving: A Survey

Bangalore Ravi Kiran, Ibrahim Sobh, Victor Talpaert et al. · IEEE Transactions on Intelligent Transportation Systems · 2021 · 203 citations · Full text

Computing, Autonomous Systems, Computer Science +15

Multi-objective multi-agent decision making: a utility-based analysis and survey

Roxana Rădulescu, Patrick Mannion, Diederik M. Roijers et al. · Autonomous Agents and Multi-Agent Systems · 2019 · 128 citations · Full text

Business, Decision Sciences, Decision Analysis +13

Reward shaping for knowledge-based multi-objective multi-agent reinforcement learning

Patrick Mannion, Sam Devlin, Jim Duggan et al. · The Knowledge Engineering Review · 2018 · 65 citations

Business, Decision Sciences, Decision Theory +16

Policy invariance under reward transformations for multi-objective reinforcement learning

Patrick Mannion, Sam Devlin, Karl Mason et al. · Neurocomputing · 2017 · 54 citations · Full text

Business, Decision Sciences, Markov Decision Processes +9

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