On-device research index

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.

169,051 papers · 148 categories

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2 results for “Floyd-Warshall”

Floyd-Warshall Reinforcement Learning: Learning from Past Experiences to Reach New Goalscs.LG

Adapts Floyd-Warshall algorithm for RL to improve multi-goal task learning.

problem Limited transfer of learned information in model-free RL for dynamic goal tasks.

method Adapts Floyd-Warshall algorithm for RL to learn goal-conditioned action-value functions.

result FWRL achieves higher reward strategies in multi-goal tasks with fewer samples.

Floyd-Warshall Reinforcement Learning Multi-goal Dynamic Goals Sample Efficiency

2018-09-25abs ↗pdf ↗

Space-filling Curves for High-performance Data Miningcs.LG

Paper details Hilbert-curve for high-performance data mining.

problem Efficiently mapping multi-dimensional data to one dimension.

method Defines Hilbert-curve using finite automaton and context-free grammar.

result Cache-oblivious algorithms for matrix operations and clustering.

Hilbert-curve finite automaton context-free grammar cache-oblivious matrix multiplication

2020-08-04abs ↗pdf ↗