1 citations · 2 across the 6 of their papers we have counts for
6 papers
Strategies in POMDPs with Stage Duration
Ivan Novikov
Partially observable Markov decision processes (POMDPs) with stage duration provide a framework for approximating continuous-time behavior by scaling transition probabilities with…
MLPMoE: Zero-Shot Architectural Metamorphosis of Dense LLM MLPs into Static Mixture-of-Experts
Ivan Novikov
Large Language Models (LLMs) are predominantly deployed as dense transformers, where every parameter in every feed-forward block is activated for every token. While architecturally…
A2AS: Agentic AI Runtime Security and Self-Defense
Eugene Neelou, Ivan Novikov, Max Moroz +15
The A2AS framework is introduced as a security layer for AI agents and LLM-powered applications, similar to how HTTPS secures HTTP. A2AS enforces certified behavior, activates mode…
Enhanced Parking Perception by Multi-Task Fisheye Cross-view Transformers
Antonyo Musabini, Ivan Novikov, Sana Soula +6
Current parking area perception algorithms primarily focus on detecting vacant slots within a limited range, relying on error-prone homographic projection for both labeling and inf…
Asymptotic Value in Zero-Sum Stochastic Games with Vanishing Stage Duration and Public Signals
Ivan Novikov
We study -discounted zero-sum games as the discount factor approaches (that is, the players are more and more patient), in the context of games with stage duration. In s…
Zero-Sum State-Blind Stochastic Games with Vanishing Stage Duration
Ivan Novikov
In stochastic games with stage duration h, players act at times 0, h, 2h, and so on. The payoff and leaving probabilities are proportional to h. As h approaches 0, such discrete-ti…