Souradeep Dutta
6 papers · 2022–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(3)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
CORL (2)
ICLR (2)
L4DC (2)
Top co-authors
Keywords
reinforcement learning
(2)
image classification
(1)
model robustness
(1)
constraint satisfaction
(1)
distribution shift
(1)
dynamical system
(1)
sparse reward
(1)
state space
(1)
neural network
(1)
semantic-preserving transformation
(1)
expert intervention
(1)
neurosymbolic model
(1)
option template
(1)
wasserstein distance
(1)
symbolic wrapper
(1)
Papers
RICL: Adding In-Context Adaptability to Pre-Trained Vision-Language-Action Models
CORL 2025
REGENT: A Retrieval-Augmented Generalist Agent That Can Act In-Context in New Environments
ICLR 2025
Memory-Consistent Neural Networks for Imitation Learning
ICLR 2024
DC4L: Distribution shift recovery via data-driven control for deep learning models
L4DC 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