Emergence and resilience in multi-agent reinforcement learning

von Phan, Thomy
Veröffentlicht 2023

Adaptive Bi-nonlinear Neural Networks Based on Complex Numbers with Weights Constrained Along the Unit Circle

von Cuevas, Felip Guimerà
Veröffentlicht in PAKDD (27. : 2023 : Osaka; Online) Advances in knowledge discovery and data mining ; Part 1 (2023)

Multi-agent Reinforcement Learning for Bargaining under Risk and Asymmetric Information

von Schmid, Kyrill
Veröffentlicht in ICAART (12. : 2020 : Valletta) ICAART 2020 ; Volume 1 (2020)

Uncertainty-based Out-of-Distribution Classification in Deep Reinforcement Learning

von Sedlmeier, Andreas
Veröffentlicht in ICAART (12. : 2020 : Valletta) ICAART 2020 ; Volume 2 (2020)

Emergent Cooperation from Mutual Acknowledgment Exchange

von Phan, Thomy
Veröffentlicht in International Conference on Autonomous Agents and Multiagent Systems (21. : 2022 : Online) International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2022) ; Volume 2 of 3 (2022)

VAST: Value Function Factorization with Variable Agent Sub-Teams

von Phan, Thomy
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 29 of 36 (2022)

A Quantum Annealing Algorithm for Finding Pure Nash Equilibria in Graphical Games

von Roch, Christoph
Veröffentlicht in Computational science - ICCS 2020 ; Part VI (2020)

Nash Equilibria in Multi-Agent Swarms

von Hahn, Carsten
Veröffentlicht in ICAART (12. : 2020 : Valletta) ICAART 2020 ; Volume 1 (2020)

Capturing Dependencies Within Machine Learning via a Formal Process Model

von Ritz, Fabian
Veröffentlicht in ISoLA (11. : 2022 : Rhodos) Leveraging applications of formal methods, verification and validation ; Part 3: Adaptation and learning (2022)

SAT-MARL: Specification Aware Training in Multi-Agent Reinforcement Learning

von Ritz, Fabian
Veröffentlicht in ICAART (13. : 2021 : Online) ICAART 2021 ; Volume 1 (2021)

Specification Aware Multi-Agent Reinforcement Learning

von Ritz, Fabian
Veröffentlicht in ICAART (13. : 2021 : Online) Agents and artificial intelligence (2022)

LEARNING AND TESTING RESILIENCE IN COOPERATIVE MULTI-AGENT SYSTEMS

von Phan, Thomy
Veröffentlicht in AAMAS (19. : 2020 : Online) International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2020) ; Volume 2 of 3 (2021)