引用次数
引用: 2,532
H-指数: 24
I10-指数 : 32
出版物: 106
A general learning framework for open ad hoc teamwork using graph-based policy learning
Arrasy Rahman , Ignacio Carlucho , Niklas Höpner , Stefano V Albrecht
Journal of Machine Learning Research 24 ( 298) 1 -74
4
2023
Towards quantum-secure authentication and key agreement via abstract multi-agent interaction
Ibrahim H Ahmed , Josiah P Hanna , Elliot Fosong , Stefano V Albrecht
Advances in Practical Applications of Agents, Multi-Agent Systems, and Social Good. The PAAMS Collection: 19th International Conference, PAAMS 2021, Salamanca, Spain, October 6–8, 2021, Proceedings 19 14 -26
4
2021
Local information opponent modelling using variational autoencoders
Georgios Papoudakis , Filippos Christianos , Stefano V Albrecht
4
2020
Explainable AI for Safe and Trustworthy Autonomous Driving: A Systematic Review
Anton Kuznietsov , Balint Gyevnar , Cheng Wang , Steven Peters
arXiv preprint arXiv:2402.10086
3
2024
Pareto Actor-Critic for Equilibrium Selection in Multi-Agent Reinforcement Learning
Filippos Christianos , Georgios Papoudakis , Stefano V Albrecht
arXiv preprint arXiv:2209.14344
3
2022
Dipa: Diverse and probabilistically accurate interactive prediction
Anthony Knittel , Majd Hawasly , Stefano V Albrecht , John Redford
arXiv preprint arXiv:2210.06106
3
2022
Perspectives on the system-level design of a safe autonomous driving stack
Majd Hawasly , Jonathan Sadeghi , Morris Antonello , Stefano V Albrecht
AI Communications 35 ( 4) 285 -294
3
2022
Reports on the 2015 aaai workshop program
Stefano V Albrecht , J Christopher Beck , David L Buckeridge , Adi Botea
Ai Magazine 36 ( 2) 90 -101
3
2015
Using Offline Data to Speed-up Reinforcement Learning in Procedurally Generated Environments
Alain Andres , Lukas Schäfer , Esther Villar-Rodriguez , Stefano V Albrecht
arXiv preprint arXiv:2304.09825
2
2023
Cooperative marine operations via ad hoc teams
Ignacio Carlucho , Arrasy Rahman , William Ard , Elliot Fosong
arXiv preprint arXiv:2207.07498
2
2022
Multi-agent systems research in the United Kingdom.
Stefano V Albrecht , Michael Wooldridge , Michael Woolridge
AI Communications 35 ( 4)
2
2022
MIDGARD: A simulation platform for autonomous navigation in unstructured environments
Giuseppe Vecchio , Simone Palazzo , Dario C Guastella , Ignacio Carlucho
arXiv preprint arXiv:2205.08389
2
2022
Enhancing transfer of reinforcement learning agents with abstract contextual embeddings
Guy Azran , Mohamad Hosein Danesh , Stefano V Albrecht , Sarah Keren
NeurIPS 2022 Workshop on Neuro Causal and Symbolic AI (nCSI)
1
2022
Opponent Modelling with Local Information Variational Autoencoders.
Georgios Papoudakis , Filippos Christianos , Stefano V Albrecht
CoRR
1
2020
Causal Explanations for Stochastic Sequential Multi-Agent Decision-Making
Balint Gyevnar , Cheng Wang , Christopher G Lucas , Shay B Cohen
Explainable and Transparent AI and Multi-Agent Systems
1
Highway Graph to Accelerate Reinforcement Learning
Zidu Yin , Zhen Zhang , Dong Gong , Stefano V Albrecht
arXiv preprint arXiv:2405.11727
2024
Learning Complex Teamwork Tasks using a Given Sub-task Decomposition
Elliot Fosong , Arrasy Rahman , Ignacio Carlucho , Stefano V Albrecht
598 -606
2024
Multi-Agent Reinforcement Learning for Energy Networks: Computational Challenges, Progress and Open Problems
Sarah Keren , Chaimaa Essayeh , Stefano V Albrecht , Thomas Mortsyn
arXiv preprint arXiv:2404.15583
2024
Multi-view Disentanglement for Reinforcement Learning with Multiple Cameras
Mhairi Dunion , Stefano V Albrecht
arXiv preprint arXiv:2404.14064
2024
Contextual Pre-Planning on Reward Machine Abstractions for Enhanced Transfer in Deep Reinforcement Learning
Guy Azran , Mohamad H Danesh , Stefano V Albrecht , Sarah Keren
Proceedings of the AAAI Conference on Artificial Intelligence 38 ( 10) 10953 -10961
2024
Filippos Christianos Lukas Schäfer Georgios Papoudakis Muhammad Arrasy Rahman Peter Stone Francisco Eiras Ignacio Carlucho Balint Gyevnar Mihai Dobre Josiah P. Hanna Cillian Brewitt Majd Hawasly Cheng Wang Jacob W. Crandall Morris Antonello Trevor McInroe Samuel Garcin John Wilhelm Christopher G. Lucas Mohan Sridharan