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Padmanaba Srinivasan

3 papers · 2024–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze

Venues

AAAI (1) IJCAI (1) L4DC (1)

Top co-authors

William Knottenbelt (2) William J. Knottenbelt (1)

Research topics

Reinforcement Learning (3) Methods (3) Machine Learning (2) Deep Learning (1) Core Methods (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1)

Keywords

offline reinforcement learning (3) behaviour regression (1) preference learning (1) value function (1) distribution shift (1) action selection (1) soft actor-critic (1) behavioral cloning (1) policy constraint (1) preference model (1) bellman backup (1) pessimistic value function (1) behavioral supervisor (1) policy tuning (1) uncertainty model (1)

Papers

Behaviour Preference Regression for Offline Reinforcement Learning AAAI 2025 Offline Reinforcement Learning with Behavioral Supervisor Tuning IJCAI 2024 SpOiLer: Offline reinforcement learning using scaled penalties L4DC 2024