English (United Kingdom)

https://curated-unify.zendy.io/wp-json/zendy-region/v1/featured_content/oa?rat=en

https://curated-unify.zendy.io/wp-json/zendy-region/v1/highlighted_journal/

Global: Zendy Plus annual

Presents the access of premium content as premium feature

Premium Content

Presents the keyphrase highlighting as premium feature

Keyphrase Highlighting

Presents the summarisation as premium feature

Summarisation

Insights

Presents the pdf analysis as premium feature

PDF Analysis

Presents the zaia usage as premium feature

ZAIA

Global: Zendy Plus monthly

Global: Zendy Tools annual

Global: Zendy Tools monthly

Global: Zendy Free Plan

We propose a novel actor-critic algorithm with guaranteed convergence to anoptimal policy for a discounted reward Markov decision process. The actorincorporates a descent direction that is motivated by the solution of a certainnon-linear optimization problem. We also discuss an extension to incorporatefunction approximation and demonstrate the practicality of our algorithms on anetwork routing application.

A constrained optimization perspective on actor critic algorithms and application to network routing