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Samuel Garcin
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GRIT: Fast, interpretable, and verifiable goal recognition with learned decision trees for autonomous driving
C Brewitt, B Gyevnar, S Garcin, SV Albrecht
2021 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2021
292021
A hybrid controller for multi-agent collision avoidance via a differential game formulation
D Cappello, S Garcin, Z Mao, M Sassano, A Paranjape, T Mylvaganam
IEEE Transactions on Control Systems Technology 29 (4), 1750-1757, 2020
252020
Deep reinforcement learning for multi-agent interaction
IH Ahmed, C Brewitt, I Carlucho, F Christianos, M Dunion, E Fosong, ...
Ai Communications 35 (4), 357-368, 2022
132022
ICED: Zero-Shot Transfer in Reinforcement Learning via In-Context Environment Design
S Garcin, J Doran, S Guo, CG Lucas, SV Albrecht
arXiv preprint arXiv:2402.03479, 2024
2024
How the level sampling process impacts zero-shot generalisation in deep reinforcement learning
S Garcin, J Doran, S Guo, CG Lucas, SV Albrecht
arXiv preprint arXiv:2310.03494, 2023
2023
Autonomous Agents Research Group
S Albrecht, F Christianos, L Schäfer, T McInroe, E Fosong, A Rahman, ...
2020
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