Momchil S. Tomov
Momchil S. Tomov
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Cited by
Cited by
Discovery of hierarchical representations for efficient planning
MS Tomov, S Yagati, A Kumar, W Yang, SJ Gershman
PLoS computational biology 16 (4), e1007594, 2020
Dissociable neural correlates of uncertainty underlie different exploration strategies
MS Tomov, VQ Truong, RA Hundia, SJ Gershman
Nature communications 11 (1), 2371, 2020
Neural computations underlying causal structure learning
MS Tomov, HM Dorfman, SJ Gershman
Journal of Neuroscience 38 (32), 7143-7157, 2018
Multi-task reinforcement learning in humans
MS Tomov, E Schulz, SJ Gershman
Nature Human Behaviour 5 (6), 764-773, 2021
Driving in real life with inverse reinforcement learning
T Phan-Minh, F Howington, TS Chu, SU Lee, MS Tomov, N Li, C Dicle, ...
arXiv preprint arXiv:2206.03004, 2022
The neural architecture of theory-based reinforcement learning
MS Tomov, PA Tsividis, T Pouncy, JB Tenenbaum, SJ Gershman
Neuron 111 (8), 1331-1344. e8, 2023
Causal inference gates corticostriatal learning
HM Dorfman, MS Tomov, B Cheung, D Clarke, SJ Gershman, BL Hughes
Journal of Neuroscience 41 (32), 6892-6904, 2021
Driveirl: Drive in real life with inverse reinforcement learning
T Phan-Minh, F Howington, TS Chu, MS Tomov, RE Beaudoin, SU Lee, ...
2023 IEEE International Conference on Robotics and Automation (ICRA), 1544-1550, 2023
CCNLab: A Benchmarking Framework for Computational Cognitive Neuroscience
NX Bhattasali, M Tomov, S Gershman
Thirty-fifth Conference on Neural Information Processing Systems Datasets …, 2021
Predictive representations: building blocks of intelligence
W Carvalho, MS Tomov, W de Cothi, C Barry, SJ Gershman
arXiv preprint arXiv:2402.06590, 2024
Trajectory planning based on extracted trajectory features
EMK Wolff, TM Phan, TS Chu, M Tomov
US Patent App. 17/808,943, 2023
Safety filter for machine learning planners
M Tomov, E Wolff, S Omari
US Patent App. 18/320,899, 2023
Competitive integration of time and reward explains value-sensitive foraging decisions and frontal cortex ramping dynamics
M Bukwich, MG Campbell, D Zoltowski, L Kingsbury, MS Tomov, J Stern, ...
bioRxiv, 2023
The strategic allocation of working memory and episodic memory in prospective remembering: A neural network model
I Momennejad, M Tomov, KA Norman, JD Cohen
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