dual-stream architecture 1lidar perception 1obstacle avoidance 1reinforcement learning 1temporal modeling 1
From the 1 of 3 linked papers with an AI index.
3 papers
cs.RO2026
Motion Planning for Mobile Manipulators Navigating Doorways via Model Predictive Control
Kasra Sinaei, Kasun Weerakoon, Christopher Bradley +2
Navigating doorways is a fundamental capability for mobile manipulators operating in human environments, requiring coordinated motion between the mobile base and manipulator arm. T…
cs.RO2026
Safe Vision Language Action Models via Barrier Enhanced Flow Matching
Kasra Sinaei, Hung-Chieh Wu, Donald Ebeigbe
This article presents a modular inference framework that integrates Flow Matching generative models with formal Control Barrier Function (CBF) safety guarantees. Unlike existing me…
cs.RO2026
StratMamba: Strategic and Reactive Stream Partitioning for Path-Efficient LiDAR-Based Obstacle Avoidance
Hung-Chieh Wu, Xiaopan Zhang, Kasra Sinaei +6
The paper introduces StratMamba, a dual‑stream Mamba‑based architecture that separates fast reactive processing of LiDAR data from slower strategic planning to improve obstacle avo…