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.

168,695 papers · 148 categories

Trend · papers per month

count% of corpus
0111 · Sep 202019922001200920172026
1 result for “DyNODE”
DyNODE: Neural Ordinary Differential Equations for Dynamics Modeling in Continuous Controlcs.LG

DyNODE uses neural ODEs to model system dynamics in continuous control tasks.

problem Modeling the dynamics of systems in continuous control tasks.
method Neural Ordinary Differential Equations (ODEs) combined with actor-critic RL.
result DyNODE outperforms standard neural networks in sample efficiency and predictive performance.
DyNODEneural ODEsactor-criticcontinuous controlmodel-based RL
2020-09-09abs ↗pdf ↗