Anvay Shah

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Publication activitypapers/week, last 8 weeks

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Tool Use & Agents (1)World Models & Planning (1)

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Ramsundar Anandanarayanan (1)Sharayu Moharir (1)

Papers (1)

May 6, 2026

Anvay Shah +22w ago

On-line Learning in Tree MDPs by Treating Policies as Bandit Arms

Exponentially many policies in Tree MDPs don't have to mean exponential computation: clever confidence bounds let you treat policy selection as a tractable bandit problem.

Anvay Shah, Ramsundar Anandanarayanan, Sharayu Moharir

Tool Use & Agents World Models & Planning

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Anvay Shah

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)