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Pablo Samuel Castro
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Urban traffic modelling and prediction using large scale taxi GPS traces
PS Castro, D Zhang, S Li
International Conference on Pervasive Computing, 57-72, 2012
3092012
From taxi GPS traces to social and community dynamics: A survey
PS Castro, D Zhang, C Chen, S Li, G Pan
ACM Computing Surveys (CSUR) 46 (2), 1-34, 2013
3032013
Rigging the lottery: Making all tickets winners
U Evci, T Gale, J Menick, PS Castro, E Elsen
International Conference on Machine Learning, 2943-2952, 2020
2082020
Dopamine: A research framework for deep reinforcement learning
PS Castro, S Moitra, C Gelada, S Kumar, MG Bellemare
arXiv preprint arXiv:1812.06110, 2018
2002018
iBOAT: Isolation-based online anomalous trajectory detection
C Chen, D Zhang, PS Castro, N Li, L Sun, S Li, Z Wang
IEEE Transactions on Intelligent Transportation Systems 14 (2), 806-818, 2013
1752013
Real-time detection of anomalous taxi trajectories from GPS traces
C Chen, D Zhang, P Samuel Castro, N Li, L Sun, S Li
International Conference on Mobile and Ubiquitous Systems: Computing …, 2011
1262011
Autonomous navigation of stratospheric balloons using reinforcement learning
MG Bellemare, S Candido, PS Castro, J Gong, MC Machado, S Moitra, ...
Nature 588 (7836), 77-82, 2020
1252020
TF-Agents: A library for reinforcement learning in tensorflow
S Guadarrama, A Korattikara, O Ramirez, P Castro, E Holly, S Fishman, ...
GitHub repository, 2018
1142018
Deep reinforcement learning at the edge of the statistical precipice
R Agarwal, M Schwarzer, PS Castro, AC Courville, M Bellemare
Advances in neural information processing systems 34, 29304-29320, 2021
962021
Methods for computing state similarity in Markov decision processes
N Ferns, PS Castro, D Precup, P Panangaden
arXiv preprint arXiv:1206.6836, 2012
782012
Contrastive behavioral similarity embeddings for generalization in reinforcement learning
R Agarwal, MC Machado, PS Castro, MG Bellemare
arXiv preprint arXiv:2101.05265, 2021
652021
A geometric perspective on optimal representations for reinforcement learning
M Bellemare, W Dabney, R Dadashi, A Ali Taiga, PS Castro, N Le Roux, ...
Advances in neural information processing systems 32, 2019
642019
Scalable methods for computing state similarity in deterministic markov decision processes
PS Castro
Proceedings of the AAAI Conference on Artificial Intelligence 34 (06), 10069 …, 2020
602020
A comparative analysis of expected and distributional reinforcement learning
C Lyle, MG Bellemare, PS Castro
Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 4504-4511, 2019
522019
An atari model zoo for analyzing, visualizing, and comparing deep reinforcement learning agents
FP Such, V Madhavan, R Liu, R Wang, PS Castro, Y Li, J Zhi, L Schubert, ...
arXiv preprint arXiv:1812.07069, 2018
472018
Revisiting rainbow: Promoting more insightful and inclusive deep reinforcement learning research
JSO Ceron, PS Castro
International Conference on Machine Learning, 1373-1383, 2021
43*2021
Using bisimulation for policy transfer in MDPs
PS Castro, D Precup
Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010
422010
Real time anomalous trajectory detection and analysis
L Sun, D Zhang, C Chen, PS Castro, S Li, Z Wang
Mobile Networks and Applications 18 (3), 341-356, 2013
392013
Equivalence relations in fully and partially observable Markov decision processes
PS Castro, P Panangaden, D Precup
Twenty-First International Joint Conference on Artificial Intelligence, 2009
352009
Using Linear Programming for Bayesian Exploration in Markov Decision Processes.
PS Castro, D Precup
IJCAI 24372442, 2007
312007
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