Diederik M. Roijers

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

Coordination of Electric Vehicle Charging Through Multiagent Reinforcement Learning

Felipe Leno da Silva, Cyntia Eico Hayama Nishida, Diederik M. Roijers et al. · IEEE Transactions on Smart Grid · 2019 · 137 citations · Full text

Engineering, Agent Decision-making, Smart Grid +12

Multi-Objective Decision Making

Diederik M. Roijers, Shimon Whiteson · Synthesis lectures on artificial intelligence and machine learning · 2017 · 128 citations

Design, Management, Multi-criteria Decision Making +8

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 · 121 citations · Full text

Agent Decision-making, Utility-based Analysis, Multi-agent Systems +7

Multi-Objective Deep Reinforcement Learning

Hossam Mossalam, Yannis Assael, Diederik M. Roijers et al. · arXiv (Cornell University) · 2016 · 92 citations · Full text

Artificial Intelligence, Model Optimization, Convex Coverage +12