Multi-Objective Reinforcement Learning for Water Management.

Zuzanna Osika Zuzanna Osika Roxana Radulescu Jazmin Zatarain Salazar Frans A. Oliehoek Pradeep K. Murukannaiah Multi-Objective Reinforcement Learning for Water Management. 2702-2704 2025 AAMAS https://dl.acm.org/doi/10.5555/3709347.3743984 conf/ifaamas/2025 db/conf/ifaamas/aamas2025.html#OsikaRSOM25 Palok Biswas Zuzanna Osika Isidoro Tamassia Adit Whorra Jazmin Zatarain Salazar Jan H. Kwakkel Frans A. Oliehoek Pradeep K. Murukannaiah Exploring Equity of Climate Policies Using Multi-Agent Multi-Objective Reinforcement Learning. 9573-9581 2025 IJCAI https://doi.org/10.24963/ijcai.2025/1064 conf/ijcai/2025 db/conf/ijcai/ijcai2025.html#BiswasOTWSKOM25

Zuzanna Osika Roxana Radulescu Jazmin Zatarain Salazar Frans A. Oliehoek Pradeep K. Murukannaiah Multi-Objective Reinforcement Learning for Water Management. 2025 May abs/2505.01094 CoRR https://doi.org/10.48550/arXiv.2505.01094 db/journals/corr/corr2505.html#abs-2505-01094 streams/journals/corr

Palok Biswas Zuzanna Osika Isidoro Tamassia Adit Whorra Jazmin Zatarain Salazar Jan H. Kwakkel Frans A. Oliehoek Pradeep K. Murukannaiah Exploring Equity of Climate Policies using Multi-Agent Multi-Objective Reinforcement Learning. 2025 May abs/2505.01115 CoRR https://doi.org/10.48550/arXiv.2505.01115 db/journals/corr/corr2505.html#abs-2505-01115 streams/journals/corr

Kai-Hendrik Cohrs Zuzanna Osika Maria Gonzalez-Calabuig Vishal Nedungadi Ruben Cartuyvels Steffen Knoblauch Joppe Massant Shruti Nath Patrick Ebel 0002 Vasileios Sitokonstantinou SHRUG-FM: Reliability-Aware Foundation Models for Earth Observation. 2025 November abs/2511.10370 CoRR https://doi.org/10.48550/arXiv.2511.10370 db/journals/corr/corr2511.html#abs-2511-10370 streams/journals/corr

Zuzanna Osika Jazmin Zatarain Salazar Frans A. Oliehoek Pradeep K. Murukannaiah Navigating Trade-offs: Policy Summarization for Multi-Objective Reinforcement Learning. 2919-2926 2024 ECAI https://doi.org/10.3233/FAIA240830 conf/ecai/2024 db/conf/ecai/ecai2024.html#OsikaSOM24

Zuzanna Osika Jazmin Zatarain Salazar Frans A. Oliehoek Pradeep K. Murukannaiah Navigating Trade-offs: Policy Summarization for Multi-Objective Reinforcement Learning. 2024 abs/2411.04784 CoRR https://doi.org/10.48550/arXiv.2411.04784 db/journals/corr/corr2411.html#abs-2411-04784 streams/journals/corr

Zuzanna Osika Jazmin Zatarain Salazar Diederik M. Roijers Frans A. Oliehoek Pradeep K. Murukannaiah What Lies beyond the Pareto Front? A Survey on Decision-Support Methods for Multi-Objective Optimization. 6741-6749 2023 IJCAI https://doi.org/10.24963/ijcai.2023/755 conf/ijcai/2023 db/conf/ijcai/ijcai2023.html#OsikaSROM23

Zuzanna Osika Jazmin Zatarain Salazar Diederik M. Roijers Frans A. Oliehoek Pradeep K. Murukannaiah What Lies beyond the Pareto Front? A Survey on Decision-Support Methods for Multi-Objective Optimization. 2023 abs/2311.11288 CoRR https://doi.org/10.48550/arXiv.2311.11288 db/journals/corr/corr2311.html#abs-2311-11288

Palok Biswas Ruben Cartuyvels Kai-Hendrik Cohrs Patrick Ebel 0002 Maria Gonzalez-Calabuig Steffen Knoblauch Jan H. Kwakkel Joppe Massant Pradeep K. Murukannaiah Shruti Nath Vishal Nedungadi Frans A. Oliehoek Roxana Radulescu Diederik M. Roijers Jazmin Zatarain Salazar Vasileios Sitokonstantinou Isidoro Tamassia Adit Whorra