Souradeep Dutta
6 papers · 2022–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(11)
Top co-authors
Research topics
Keywords
reinforcement learning
(2)
in-context learning
(2)
neural network
(2)
model robustness
(1)
policy learning
(1)
behavior cloning
(1)
constraint satisfaction
(1)
distribution shift
(1)
diffusion model
(1)
dynamical system
(1)
sparse reward
(1)
retrieval-augmented generation
(1)
vision-language-action model
(1)
state space
(1)
compounding error
(1)
neuro-symbolic model
(1)
generalist agent
(1)
semantic-preserving transformation
(1)
expert intervention
(1)
option template
(1)
Papers
REGENT: A Retrieval-Augmented Generalist Agent That Can Act In-Context in New Environments
ICLR 2025
RICL: Adding In-Context Adaptability to Pre-Trained Vision-Language-Action Models
CoRL 2025
DC4L: Distribution shift recovery via data-driven control for deep learning models
L4DC 2024
Memory-Consistent Neural Networks for Imitation Learning
ICLR 2024
Guaranteed Conformance of Neurosymbolic Models to Natural Constraints
L4DC 2023
Exploring with Sticky Mittens: Reinforcement Learning with Expert Interventions via Option Templates
CoRL 2022