Skip to content
Log in
Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Alexander Ivanov

h-index 4 View on Semantic Scholar

We have 1 of 11 papers

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Recurrent Memory as State Abstraction Over History

This work considers agent memory as a temporally-extended abstraction over the agent’s observation-action history, and derives POMDP classes by applying traditional MDP state abstractions, such as model-preservation, optimal value Q ∗ preservation, and optimal policy π ∗ preservation, to the POMDP setting.

Aaron Kirtland, Alexander Ivanov, Cameron S. Allen et al. · 1 citation

We use cookies to run the site and, with your consent, for analytics and to show ads. See our Cookie Policy.