Research
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.

169,291 papers · 148 categories

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count% of corpus
0.3%0.5%0.8%0.1% · Sep 201719922001200920182026
3 results for “manga”
MANGA: Method Agnostic Neural-policy Generalization and Adaptationcs.LG

MANGA transfers policies across environments with varying dynamics and noise.

problem Transferring policies across multiple environments with different dynamics and motor noise.
method Decouples policy learning from system identification, trains dynamics-conditioned policies, and learns dynamics parameters from rollouts.
result Demonstrates effective transfer of learned policies across four MuJoCo agents using agnostic RL and imitation learning methods.
policy transferneural networksroboticsdynamicsmotor noise
2019-11-19abs ↗pdf ↗
The Hidden Geometry of Astrophysical Spectra: Path-Signatures of Line Profilesastro-ph.IM

A new method interprets astrophysical spectra using geometric paths to distinguish line profiles.

problem Tackling the indistinguishability of spectral line profiles under scalar summaries.
method Introduces a geometric representation of line profiles using rough path theory, mapping profiles to a common velocity grid and defining descriptors from path properties.
result Compact descriptors separate morphologies with similar scalar summaries, revealing ordered line structures.
astrophysicsspectraline profilesgeometryrough paths
2026-06-25abs ↗pdf ↗