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

Trend · papers per month

count % of corpus

2 results for “SVG”

Hierarchical Approaches for Reinforcement Learning in Parameterized Action Spacecs.LG

New methods improve Deep Reinforcement Learning in parameterized action spaces.

problem Efficient training in tasks with parameterized action spaces.

method Compact architecture and new training methods based on TRPO and SVG.

result New methods outperform state-of-the-art Parameterized Action DDPG.

Deep Reinforcement Learning Parameterized Action Space TRPO SVG DDPG

2018-10-23abs ↗pdf ↗

Infographics Wizard: Flexible Infographics Authoring and Design Explorationcs.HC

A framework for faster, better infographic design by non-experts and experts alike.

problem Designing infographics is time-consuming and tedious for non-experts and even professionals.

method Semi-automated infographic framework for structured and flow-based designs, including automatic design ranking and customization options.

result Designers from all expertise levels can generate generic infographic designs faster than existing methods while maintaining quality.

infographics design automation non-expert design customization evaluation

2022-04-21abs ↗pdf ↗