引用次数
引用: 2,532
H-指数: 24
I10-指数 : 32
出版物: 106
Are you doing what i think you are doing? criticising uncertain agent models
Stefano V. Albrecht , Subramanian Ramamoorthy
uncertainty in artificial intelligence 52 -61
9
2015
Variational Autoencoders for Opponent Modeling in Multi-Agent Systems
Stefano V. Albrecht , Georgios Papoudakis
arXiv: Learning
19
2019
Stabilizing Generative Adversarial Networks: A Survey
Stefano V. Albrecht , Maciej Wiatrak , Andrew Nystrom
arXiv: Learning
73
2019
Interpretable Goal-based Prediction and Planning for Autonomous Driving
Stefano V. Albrecht , Subramanian Ramamoorthy , Mihai Dobre , Francisco Eiras
arXiv: Robotics
27
2020
Shared Experience Actor-Critic for Multi-Agent Reinforcement Learning
Stefano V. Albrecht , Filippos Christianos , Lukas Schäfer
neural information processing systems 33 10707 -10717
82
2020
Scaling Multi-Agent Reinforcement Learning with Selective Parameter Sharing.
Filippos Christianos , Georgios Papoudakis , Muhammad A Rahman , Stefano V Albrecht
arXiv: Multiagent Systems
32
2021
Towards Open Ad Hoc Teamwork Using Graph-based Policy Learning
Muhammad A Rahman , Niklas Höpner , Filippos Christianos , Stefano V Albrecht
arXiv: Learning
23
2020
Autonomous Agents Modelling Other Agents: A Comprehensive Survey and Open Problems
Stefano V. Albrecht , Peter Stone
Artificial Intelligence 258 66 -95
383
2018
Belief and truth in hypothesised behaviours
Stefano V. Albrecht , Jacob W. Crandall , Subramanian Ramamoorthy
Artificial Intelligence 235 63 -94
66
2016
Special issue on autonomous agents modelling other agents: Guest editorial
Stefano V. Albrecht , Peter Stone , Michael P. Wellman
Artificial Intelligence 285 103292
2020
Reports of the AAAI 2014 Conference Workshops
Stefano V. Albrecht , André M. S. Barreto , Darius Braziunas , David L. Buckeridge
Ai Magazine 36 ( 1) 87 -98
2015
Special Issue on Multiagent Interaction without Prior Coordination: Guest Editorial
Stefano V. Albrecht , Somchaya Liemhetcharat , Peter Stone
Autonomous Agents and Multi-Agent Systems 31 ( 4) 765 -766
8
2017
Multi-Agent Reinforcement Learning: Foundations and Modern Approaches
Stefano V. Albrecht , Filippos Christianos , Lukas Schäfer
MIT Press, www.marl-book.com
55
2024
Agent modelling under partial observability for deep reinforcement learning
Georgios Papoudakis , Filippos Christianos , Stefano Albrecht
Advances in Neural Information Processing Systems 34 19210 -19222
15
2021
Autonomous Agents Research Group
Stefano Albrecht , Filippos Christianos , Lukas Schäfer , Anton Kuznietsov
2020
Reports of the 2016 AAAI workshop program
Stefano Albrecht , Bruno Bouchard , John S Brownstein , David L Buckeridge
AI Magazine 37 ( 3) 99 -108
1
2016
Autonomous vehicle planning
Subramanian Ramamoorthy , Mihai Dobre , Roberto Antolin , Stefano Albrecht
24
2024
PILOT: Efficient Planning by Imitation Learning and Optimisation for Safe Autonomous Driving
Henry Pulver , Francisco Eiras , Ludovico Carozza , Majd Hawasly
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
22
2021
Robust on-policy sampling for data-efficient policy evaluation in reinforcement learning
Rujie Zhong , Duohan Zhang , Lukas Schäfer , Stefano Albrecht
Advances in Neural Information Processing Systems 35 37376 -37388
6
2022
Conditional Mutual Information for Disentangled Representations in Reinforcement Learning
Mhairi Dunion , Trevor McInroe , Kevin Sebastian Luck , Josiah Hanna
Advances in Neural Information Processing Systems 36
3
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