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arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,742 papers · 148 categories

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1 result for “UCRL-RFE”

Reward-Free Model-Based Reinforcement Learning with Linear Function Approximationcs.LG

New algorithm learns policies without explicit rewards for MDPs.

problem Learning policies for MDPs without explicit rewards.

method UCRL-RFE algorithm with linear function approximation.

result UCRL-RFE achieves optimal policy with minimal exploration samples.

reinforcement learning model-based reward-free UCRL-RFE linear function approximation

2021-10-12abs ↗pdf ↗