Sotabase

Career

· Co-Founder, Silurian AI2024–
· Founding Member, Poly2023–2024
· Senior Researcher, Microsoft2020–2023
· Research Intern, Microsoft2019–2019
· Doctor of Philosophy - PhD Computer Science, Stanford University2015–2020
· Graduate Student Researcher, Stanford University2015–2020

Publications (36)

International Conference on Machine Learning · 2023
376
cited
Towards Multi-spatiotemporal-scale Generalized PDE Modeling
2022
192
cited
International Conference on Machine Learning · 2016
153
cited
POMDPs.jl: A Framework for Sequential Decision Making under Uncertainty
Journal of machine learning research · 2017
147
cited
International Conference on Machine Learning · 2018
135
cited
International Conference on Learning Representations · 2022
115
cited
105
cited
International Conference on Machine Learning · 2023
54
cited
Conference on Learning for Dynamics & Control · 2020
44
cited
PlanIt: A crowdsourcing approach for learning to plan paths from large scale preference feedback
2014
35
cited
Model primitives for hierarchical lifelong reinforcement learning
2019
25
cited
IEEE/RJS International Conference on Intelligent RObots and Systems · 2022
23
cited
Adaptive Agents and Multi-Agent Systems · 2021
16
cited
Journal of Artificial Intelligence Research · 2022
14
cited
13
cited
COMPASS: Contrastive Multimodal Pretraining for Autonomous Systems
2022
12
cited
Sotabase
Jayesh Gupta | Researcher Profile | Sotabase | Sotabase