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09:30 – 10:00 Arrivals and registration

10:00 – 10:30 DEEP-REBAYES Project Overview and Welcoming Address – Georgios Chalkiadakis

10:30 – 10:50 Value of Information-Enhanced Exploration in Bootstrapped DQN – Stergios Plataniotis

10:50 – 11:10 On combining agent factorization and learning algorithms in multiagent systems – Stavros Orfanoudakis

11:10 – 11:30 Coffee break

11:30 – 12:00 Advancing Model-Free Constraints-Abiding Reinforcement Learning – George Vouros

12:00 – 12:15 Uncertainty-driven Adaptive Exploration – Leonidas Bakopoulos

12:15 – 12:30 Seldonian Reinforcement Learning for Ad Hoc Teamwork – Leonidas Bakopoulos

12:30 – 12:50 Deep Implicit Imitation Reinforcement Learning in Heterogeneous Action Settings –  Iason Chrysomallis

12:50 – 13:00 Conditional Max-Sum for Asynchronous Multiagent Decision Making – Dimitrios Troullinos

13:00 – 13:30 Question answering over geospatial knowledge graphs – Manolis Koubarakis

13:30 - 15:00 Lunch break

15:00 – 15:30 From text to strategies: can multi-agent cooperation be learned from language? – Onn Shehory

15:30 – 15:50 Adversarial Search & Deep Learning for Strategic Settlement Placement in the Settlers of Catan – Diamantis Rafail Papadam

15:50 – 16:10 Privacy-Aware Deep RL for Sequential Coalition Formation Decisions under Uncertainty – Gerasimos Koresis

16:10 – 16:30 Hypergraph Neural Networks for Coalition Formation under Uncertainty – Charilaos Akasiadis

16:30 – 17:15 Coffee break & Meeting with the Press

17:15 – 17:45 Strategic Design in Uncertain Multi-Agent Environments: Incentives, Information, and Learning – Farzaneh Farhadi

17:45 – 18:05 Scalable reinforcement learning for large-scale coordination of electric vehicles using graph neural networks – Stavros Orfanoudakis

18:05 – 18:25 On altruism and spitefulness in bimatrix games – Michail Fasoulakis

18:25 – 19:00 Coffee break & DEEP-REBAYES Poster Session

19:00 – 20:30 Invited Experts Comments and Discussion - Farzaneh Farhadi, Manolis Koubarakis, Onn Shehory, George Vouros

20:30 – 21:00 DEEP-REBAYES: Looking Ahead and Closing Remarks – Georgios Chalkiadakis

Το έργο DEEP-REBAYES υλοποιείται στο πλαίσιο του Εθνικού Σχεδίου Ανάκαμψης και Ανθεκτικότητας «Ελλάδα 2.0», με τη χρηματοδότηση της Ευρωπαϊκής Ένωσης – NextGenerationEU (Φορέας Υλοποίησης: ΕΛ.ΙΔ.Ε.Κ., Αριθμός Έργου ΕΛ.ΙΔ.Ε.Κ.: 15430).