Kaushik Subramanian
4 papers · 2013–2026 · 3 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (2) π Academic Marathon (12)
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Cross-Pollinator
(11)
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Taxonomy Completionist
(14)
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Trend Setter
Conferences
NIPS (2)
AAAI (1)
ICLR (1)
Top co-authors
Keywords
out-of-distribution generalization
(2)
reinforcement learning
(2)
domain generalization
(1)
preference 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)
reward signal
(1)
policy diversity
(1)
neural network
(1)
multi-task learning
(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
NIPS 2024
Policy Shaping: Integrating Human Feedback with Reinforcement Learning
NIPS 2013