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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.

168,695 papers · 148 categories

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1 result for “DOCTR-L”

Distributional Offline Continuous-Time Reinforcement Learning with Neural Physics-Informed PDEs (SciPhy RL for DOCTR-L)cs.LG

Paper tackles DOCTR-L with SciPhy RL, solving neural PDEs from data.

problem High-dimensional optimal control with stochastic policies.

method Soft HJB equation, Neural PDEs, Physics-Informed Neural Networks.

result Reduces DOCTR-L to solving neural PDEs from data.

DOCTR-L SciPhy RL Neural PDEs Physics-Informed Neural Networks High-dimensional control

2021-04-02abs ↗pdf ↗