Roxana Radulescu

51 papers A 16Misc 1Journal 30Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Multi-objective reinforcement learning for provably incentivising alignment with value systems. Artif. Intell. Manel Rodriguez-Soto, Roxana Radulescu, Filippo Bistaffa, Oriol Ricart, Arnau Mayoral-Macau, Maite López-Sánchez, Juan A. Rodríguez-Aguilar, Ann Nowé
2025	A	`conf`	Divide and Conquer: Provably Unveiling the Pareto Front with Multi-Objective Reinforcement Learning. AAMAS Willem Röpke, Mathieu Reymond, Patrick Mannion, Diederik M. Roijers, Ann Nowé, Roxana Radulescu
2025	—	`conf`	Explainable AI Based Diagnosis of Poisoning Attacks in Evolutionary Swarms. GECCO Companion Mehrdad Asadi, Roxana Radulescu, Ann Nowé
2025	J	`jnl`	Explainable AI Based Diagnosis of Poisoning Attacks in Evolutionary Swarms. CoRR Mehrdad Asadi, Roxana Radulescu, Ann Nowé
2025	J	`jnl`	Learning in public goods games: the effects of uncertainty and communication on cooperation. Neural Comput. Appl. Nicole Orzan, Erman Acar, Davide Grossi, Roxana Radulescu
2025	A	`conf`	Multi-Objective Reinforcement Learning for Water Management. AAMAS Zuzanna Osika, Roxana Radulescu, Jazmin Zatarain Salazar, Frans A. Oliehoek, Pradeep K. Murukannaiah
2025	J	`jnl`	Multi-Objective Reinforcement Learning for Water Management. CoRR Zuzanna Osika, Roxana Radulescu, Jazmin Zatarain Salazar, Frans A. Oliehoek, Pradeep K. Murukannaiah
2025	J	`jnl`	Preference communication in multi-objective normal-form games. Neural Comput. Appl. Willem Röpke, Diederik M. Roijers, Ann Nowé, Roxana Radulescu
2024	J	`jnl`	Divide and Conquer: Provably Unveiling the Pareto Front with Multi-Objective Reinforcement Learning. CoRR Willem Röpke, Mathieu Reymond, Patrick Mannion, Diederik M. Roijers, Ann Nowé, Roxana Radulescu
2024	A	`conf`	Emergent Cooperation under Uncertain Incentive Alignment. AAMAS Nicole Orzan, Erman Acar, Davide Grossi, Roxana Radulescu
2024	J	`jnl`	Emergent Cooperation under Uncertain Incentive Alignment. CoRR Nicole Orzan, Erman Acar, Davide Grossi, Roxana Radulescu
2024	J	`jnl`	Exploring the Pareto front of multi-objective COVID-19 mitigation policies using reinforcement learning. Expert Syst. Appl. Mathieu Reymond, Conor F. Hayes, Lander Willem, Roxana Radulescu, Steven Abrams, Diederik M. Roijers, Enda Howley, Patrick Mannion, Niel Hens, Ann Nowé, Pieter Libin
2024	A	`conf`	Learning in Multi-Objective Public Goods Games with Non-Linear Utilities. ECAI Nicole Orzan, Erman Acar, Davide Grossi, Patrick Mannion, Roxana Radulescu
2024	J	`jnl`	Learning in Multi-Objective Public Goods Games with Non-Linear Utilities. CoRR Nicole Orzan, Erman Acar, Davide Grossi, Patrick Mannion, Roxana Radulescu
2024	J	`jnl`	MOMAland: A Set of Benchmarks for Multi-Objective Multi-Agent Reinforcement Learning. CoRR Florian Felten, Umut Ucak, Hicham Azmani, Gao Peng, Willem Röpke, Hendrik Baier, Patrick Mannion, Diederik M. Roijers, Jordan K. Terry, El-Ghazali Talbi, Grégoire Danoy, Ann Nowé, Roxana Radulescu
2024	A	`conf`	The World is a Multi-Objective Multi-Agent System: Now What? ECAI Roxana Radulescu
2024	A	`conf`	Utility-Based Reinforcement Learning: Unifying Single-objective and Multi-objective Reinforcement Learning. AAMAS Peter Vamplew, Cameron Foale, Conor F. Hayes, Patrick Mannion, Enda Howley, Richard Dazeley, Scott Johnson, Johan Källström, Gabriel de Oliveira Ramos, Roxana Radulescu, Willem Röpke, Diederik M. Roijers
2024	J	`jnl`	Utility-Based Reinforcement Learning: Unifying Single-objective and Multi-objective Reinforcement Learning. CoRR Peter Vamplew, Cameron Foale, Conor F. Hayes, Patrick Mannion, Enda Howley, Richard Dazeley, Scott Johnson, Johan Källström, Gabriel de Oliveira Ramos, Roxana Radulescu, Willem Röpke, Diederik M. Roijers
2023	A	`conf`	A Brief Guide to Multi-Objective Reinforcement Learning and Planning. AAMAS Conor F. Hayes, Roxana Radulescu, Eugenio Bargiacchi, Johan Källström, Matthew Macfarlane, Mathieu Reymond, Timothy Verstraeten, Luisa M. Zintgraf, Richard Dazeley, Fredrik Heintz, Enda Howley, Athirai A. Irissappane, Patrick Mannion, Ann Nowé, Gabriel de Oliveira Ramos, Marcello Restelli, Peter Vamplew, Diederik M. Roijers
2023	A	`conf`	A Study of Nash Equilibria in Multi-Objective Normal-Form Games. AAMAS Willem Röpke, Diederik M. Roijers, Ann Nowé, Roxana Radulescu
2023	A	`conf`	Bridging the Gap Between Single and Multi Objective Games. AAMAS Willem Röpke, Carla Groenland, Roxana Radulescu, Ann Nowé, Diederik M. Roijers
2023	J	`jnl`	Bridging the Gap Between Single and Multi Objective Games. CoRR Willem Röpke, Carla Groenland, Roxana Radulescu, Ann Nowé, Diederik M. Roijers
2023	A	`ed.`	ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland - Including 12th Conference on Prestigious Applications of Intelligent Systems (PAIS 2023) ECAI Kobi Gal, Ann Nowé, Grzegorz J. Nalepa, Roy Fairstein, Roxana Radulescu
2023	A	`conf`	Scalar Reward is Not Enough. AAMAS Peter Vamplew, Benjamin J. Smith, Johan Källström, Gabriel de Oliveira Ramos, Roxana Radulescu, Diederik M. Roijers, Conor F. Hayes, Friedrik Hentz, Patrick Mannion, Pieter J. K. Libin, Richard Dazeley, Cameron Foale
2022	J	`jnl`	A practical guide to multi-objective reinforcement learning and planning. Auton. Agents Multi Agent Syst. Conor F. Hayes, Roxana Radulescu, Eugenio Bargiacchi, Johan Källström, Matthew Macfarlane, Mathieu Reymond, Timothy Verstraeten, Luisa M. Zintgraf, Richard Dazeley, Fredrik Heintz, Enda Howley, Athirai A. Irissappane, Patrick Mannion, Ann Nowé, Gabriel de Oliveira Ramos, Marcello Restelli, Peter Vamplew, Diederik M. Roijers
2022	J	`jnl`	Exploring the Pareto front of multi-objective COVID-19 mitigation policies using reinforcement learning. CoRR Mathieu Reymond, Conor F. Hayes, Lander Willem, Roxana Radulescu, Steven Abrams, Diederik M. Roijers, Enda Howley, Patrick Mannion, Niel Hens, Ann Nowé, Pieter Libin
2022	J	`jnl`	On nash equilibria in normal-form games with vectorial payoffs. Auton. Agents Multi Agent Syst. Willem Röpke, Diederik M. Roijers, Ann Nowé, Roxana Radulescu
2022	J	`jnl`	Opponent learning awareness and modelling in multi-objective normal form games. Neural Comput. Appl. Roxana Radulescu, Timothy Verstraeten, Yijie Zhang, Patrick Mannion, Diederik M. Roijers, Ann Nowé
2022	J	`jnl`	Scalar reward is not enough: a response to Silver, Singh, Precup and Sutton (2021). Auton. Agents Multi Agent Syst. Peter Vamplew, Benjamin J. Smith, Johan Källström, Gabriel de Oliveira Ramos, Roxana Radulescu, Diederik M. Roijers, Conor F. Hayes, Fredrik Heintz, Patrick Mannion, Pieter J. K. Libin, Richard Dazeley, Cameron Foale
2022	J	`jnl`	Special issue on adaptive and learning agents 2020. Neural Comput. Appl. Felipe Leno da Silva, Patrick MacAlpine, Roxana Radulescu, Fernando P. Santos, Patrick Mannion
2021	J	`jnl`	A Practical Guide to Multi-Objective Reinforcement Learning and Planning. CoRR Conor F. Hayes, Roxana Radulescu, Eugenio Bargiacchi, Johan Källström, Matthew Macfarlane, Mathieu Reymond, Timothy Verstraeten, Luisa M. Zintgraf, Richard Dazeley, Fredrik Heintz, Enda Howley, Athirai A. Irissappane, Patrick Mannion, Ann Nowé, Gabriel de Oliveira Ramos, Marcello Restelli, Peter Vamplew, Diederik M. Roijers
2021	J	`jnl`	On Nash Equilibria in Normal-Form Games With Vectorial Payoffs. CoRR Willem Röpke, Diederik M. Roijers, Ann Nowé, Roxana Radulescu
2021	J	`jnl`	Preference Communication in Multi-Objective Normal-Form Games. CoRR Willem Röpke, Diederik M. Roijers, Ann Nowé, Roxana Radulescu
2021	J	`jnl`	Scalar reward is not enough: A response to Silver, Singh, Precup and Sutton (2021). CoRR Peter Vamplew, Benjamin J. Smith, Johan Källström, Gabriel de Oliveira Ramos, Roxana Radulescu, Diederik M. Roijers, Conor F. Hayes, Fredrik Heintz, Patrick Mannion, Pieter J. K. Libin, Richard Dazeley, Cameron Foale
2020	A	`conf`	A Utility-Based Perspective on Multi-Objective Multi-Agent Decision Making. AAMAS Roxana Radulescu
2020	J	`jnl`	A utility-based analysis of equilibria in multi-objective normal form games. CoRR Roxana Radulescu, Patrick Mannion, Yijie Zhang, Diederik M. Roijers, Ann Nowé
2020	J	`jnl`	A utility-based analysis of equilibria in multi-objective normal-form games. Knowl. Eng. Rev. Roxana Radulescu, Patrick Mannion, Yijie Zhang, Diederik M. Roijers, Ann Nowé
2020	A	`conf`	Multi-Objective Multi-Agent Decision Making: A Utility-based Analysis and Survey. AAMAS Roxana Radulescu, Patrick Mannion, Diederik M. Roijers, Ann Nowé
2020	J	`jnl`	Multi-objective multi-agent decision making: a utility-based analysis and survey. Auton. Agents Multi Agent Syst. Roxana Radulescu, Patrick Mannion, Diederik M. Roijers, Ann Nowé
2020	J	`jnl`	Opponent Learning Awareness and Modelling in Multi-Objective Normal Form Games. CoRR Roxana Radulescu, Timothy Verstraeten, Yijie Zhang, Patrick Mannion, Diederik M. Roijers, Ann Nowé
2020	A	`conf`	Opponent Modelling for Reinforcement Learning in Multi-Objective Normal Form Games. AAMAS Yijie Zhang, Roxana Radulescu, Patrick Mannion, Diederik M. Roijers, Ann Nowé
2020	J	`jnl`	Special issue on adaptive and learning agents 2019. Knowl. Eng. Rev. Patrick Mannion, Patrick MacAlpine, Bei Peng, Roxana Radulescu
2020	A	`conf`	Toll-Based Learning for Minimising Congestion under Heterogeneous Preferences. AAMAS Gabriel de Oliveira Ramos, Roxana Radulescu, Ann Nowé, Anderson R. Tavares
2020	J	`jnl`	Toll-based reinforcement learning for efficient equilibria in route choice. Knowl. Eng. Rev. Gabriel de Oliveira Ramos, Bruno C. da Silva, Roxana Radulescu, Ana L. C. Bazzan, Ann Nowé
2019	—	`conf`	DuStt - A Speech-to-Text Engine for Dutch. BNAIC/BENELEARN Willem Röpke, Roxana Radulescu, Kyriakos Efthymiadis, Ann Nowé
2019	J	`jnl`	Multi-Objective Multi-Agent Decision Making: A Utility-based Analysis and Survey. CoRR Roxana Radulescu, Patrick Mannion, Diederik M. Roijers, Ann Nowé
2019	—	`conf`	Training a Speech-to-Text Model for Dutch on the Corpus Gesproken Nederlands. BNAIC/BENELEARN Willem Röpke, Roxana Radulescu, Kyriakos Efthymiadis, Ann Nowé
2018	—	`conf`	Deep Multi-agent Reinforcement Learning in a Homogeneous Open Population. BNCAI Roxana Radulescu, Manon Legrand, Kyriakos Efthymiadis, Diederik M. Roijers, Ann Nowé
2017	A	`conf`	Analysing Congestion Problems in Multi-agent Reinforcement Learning. AAMAS Roxana Radulescu, Peter Vrancx, Ann Nowé
2017	J	`jnl`	Analysing Congestion Problems in Multi-agent Reinforcement Learning. CoRR Roxana Radulescu, Peter Vrancx, Ann Nowé
2016	Misc	`conf`	Smart Grid Demonstration Platform for Renewable Energy Exchange. PAAMS Mihail Mihaylov, Iván S. Razo-Zapata, Roxana Radulescu, Sergio Jurado, Narcís Avellana, Ann Nowé