Stefano V. Albrecht
Title
Cited by
Cited by
Year
Autonomous Agents Modelling Other Agents: A Comprehensive Survey and Open Problems
SV Albrecht, P Stone
Artificial Intelligence 258, 66-95, 2018
2482018
A Game-Theoretic Model and Best-Response Learning Method for Ad Hoc Coordination in Multiagent Systems
SV Albrecht, S Ramamoorthy
Proceedings of the 12th International Conference on Autonomous Agents and …, 2013
712013
Belief and truth in hypothesised behaviours
SV Albrecht, JW Crandall, S Ramamoorthy
Artificial Intelligence 235, 63-94, 2016
532016
Dealing with non-stationarity in multi-agent deep reinforcement learning
G Papoudakis, F Christianos, A Rahman, SV Albrecht
arXiv preprint arXiv:1906.04737, 2019
522019
Reasoning about hypothetical agent behaviours and their parameters
SV Albrecht, P Stone
Proceedings of the 16th International Conference on Autonomous Agents and …, 2017
342017
Stabilizing generative adversarial networks: A survey
M Wiatrak, SV Albrecht, A Nystrom
arXiv preprint arXiv:1910.00927, 2019
30*2019
Comparative Evaluation of Multiagent Learning Algorithms in a Diverse Set of Ad Hoc Team Problems
SV Albrecht, S Ramamoorthy
Proceedings of the 11th International Conference on Autonomous Agents and …, 2012
28*2012
On Convergence and Optimality of Best-Response Learning with Policy Types in Multiagent Systems
SV Albrecht, S Ramamoorthy
Proceedings of the 30th Conference on Uncertainty in Artificial Intelligence …, 2014
22*2014
Exploiting causality for selective belief filtering in dynamic Bayesian networks
SV Albrecht, S Ramamoorthy
Journal of Artificial Intelligence Research 55, 1135-1178, 2016
202016
An Empirical Study on the Practical Impact of Prior Beliefs over Policy Types
SV Albrecht, JW Crandall, S Ramamoorthy
Proceedings of the 29th AAAI Conference on Artificial Intelligence (AAAI-15), 2015
172015
Are You Doing What I Think You Are Doing? Criticising Uncertain Agent Models
SV Albrecht, S Ramamoorthy
Proceedings of the 31st Conference on Uncertainty in Artificial Intelligence …, 2015
16*2015
Interpretable goal-based prediction and planning for autonomous driving
SV Albrecht, C Brewitt, J Wilhelm, B Gyevnar, F Eiras, M Dobre, ...
IEEE International Conference on Robotics and Automation (ICRA), 2021
15*2021
Benchmarking Multi-Agent Deep Reinforcement Learning Algorithms in Cooperative Tasks
G Papoudakis, F Christianos, L Schäfer, SV Albrecht
Conference on Neural Information Processing Systems (NeurIPS), 2021
142021
Shared experience actor-critic for multi-agent reinforcement learning
F Christianos, L Schäfer, SV Albrecht
Conference on Neural Information Processing Systems (NeurIPS), 2020
142020
Special issue on multiagent interaction without prior coordination: Guest editorial
SV Albrecht, S Liemhetcharat, P Stone
Autonomous Agents and Multi-Agent Systems 31 (4), 765-766, 2017
122017
Variational autoencoders for opponent modeling in multi-agent systems
G Papoudakis, SV Albrecht
arXiv preprint arXiv:2001.10829, 2020
52020
Utilising policy types for effective ad hoc coordination in multiagent systems
SV Albrecht
The University of Edinburgh, 2015
52015
E-HBA: Using Action Policies for Expert Advice and Agent Typification
SV Albrecht, JW Crandall, S Ramamoorthy
Proceedings of the Second AAAI-Workshop on Multiagent Interaction without …, 2015
42015
A Two-Stage Optimization-based Motion Planner for Safe Urban Driving
F Eiras, M Hawasly, SV Albrecht, S Ramamoorthy
IEEE Transactions on Robotics, 2021
3*2021
Reports on the 2015 AAAI Workshop Program
SV Albrecht, JC Beck, DL Buckeridge, A Botea, C Caragea, C Chi, ...
Ai Magazine 36 (2), 90-101, 2015
32015
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