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.

168,982 papers · 148 categories

Trend · papers per month

count% of corpus
0.3%0.5%0.8%0.1% · Mar 201919922001200920172026
2 results for “clonability”
Preventing Imitation Learning with Adversarial Policy Ensemblescs.LG

Protects proprietary policies from imitation learning by training adversarial policy ensembles.

problem Protecting policies from external observers cloning them.
method Introduces a reinforcement learning framework that trains an ensemble of near-optimal policies, making demonstrations useless for external observers.
result Demonstrates the existence of 'non-clonable' ensembles and provides a solution to the optimization problem.
imitation learningpolicy privacyreinforcement learningadversarial policy ensemblespolicy gradient algorithm
2020-01-31abs ↗pdf ↗