3 papers
cs.AI2026
MARL-GPT: Foundation Model for Multi-Agent Reinforcement Learning
Maria Nesterova, Mikhail Kolosov, Anton Andreychuk +6
Recent advances in multi-agent reinforcement learning (MARL) have demonstrated success in numerous challenging domains and environments, but typically require specialized models fo…
cs.RO2025
PRISM-Loc: a Lightweight Long-range LiDAR Localization in Urban Environments with Topological Maps
Kirill Muravyev, Artem Kobozev, Vasily Yuryev +4
We propose PRISM-Loc - a lightweight and robust approach for localization in large outdoor environments that combines a compact topological representation with a novel scan-matchin…
cs.CV2025
DyGEnc: Encoding a Sequence of Textual Scene Graphs to Reason and Answer Questions in Dynamic Scenes
Sergey Linok, Vadim Semenov, Anastasia Trunova +2
The analysis of events in dynamic environments poses a fundamental challenge in the development of intelligent agents and robots capable of interacting with humans. Current approac…