Kaushik Subramanian
4 papers · 2013–2026 · 3 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (17) π£ Hot Topic Early Bird
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Topic Pioneer
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Keyword Pioneer
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Keyword Champion
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Trend Setter
Venues
Top co-authors
Research topics
Keywords
out-of-distribution generalization
(2)
reinforcement learning
(2)
multi-task learning
(1)
domain generalization
(1)
bayesian inference
(1)
preference learning
(1)
policy learning
(1)
robotics control
(1)
bayesian approach
(1)
interactive reinforcement learning
(1)
human feedback
(1)
policy shaping
(1)
successor feature
(1)
policy exploration
(1)
diverse policy
(1)
multi-context robotics
(1)
robust control
(1)
contextual reinforcement learning
(1)
simplicity bia
(1)
layer normalization
(1)
Papers
Out-of-Distribution Generalization with a SPARC: Racing 100 Unseen Vehicles with a Single Policy
AAAI 2026
SimBa: Simplicity Bias for Scaling Up Parameters in Deep Reinforcement Learning
ICLR 2025
Discovering Creative Behaviors through DUPLEX: Diverse Universal Features for Policy Exploration
NeurIPS 2024
Policy Shaping: Integrating Human Feedback with Reinforcement Learning
NeurIPS 2013