From the 1 of 21 linked papers with an AI index.
20 papers · 1 filter
Risk-Aware Belief Control Barrier Functions over Random Finite Sets
Shaohang Han, Gang Chen, Yixi Cai +5
The paper proposes a risk‑aware belief control barrier function framework that ensures robot safety in dynamic, uncertain environments by modeling multi‑object state uncertainty wi…
Language-Driven Cost Optimization for Autonomous Driving
Diego Martinez-Baselga, Khaled Mustafa, Javier Alonso-Mora
The driving behavior of autonomous vehicles is typically governed by the cost function of their motion planner, which encodes objectives such as speed tracking, smoothness, lane ke…
Strategizing at Speed: A Learned Model Predictive Game for Multi-Agent Drone Racing
Andrei-Carlo Papuc, Lasse Peters, Sihao Sun +2
Autonomous drone racing pushes the boundaries of high-speed motion planning and multi-agent strategic decision-making. Success in this domain requires drones not only to navigate a…
STEM: Semantic Target Search and Exploration using MAVs in Cluttered Environments
Nikhil Sethi, Max Lodel, Laura Ferranti +2
Autonomous target search is crucial for deploying Micro Aerial Vehicles (MAVs) in emergency response and rescue missions. Existing approaches either focus on 2D semantic navigation…
Coordinated Diffusion: Generating Multi-Agent Behavior Without Multi-Agent Demonstrations
Lasse Peters, Laura Ferranti, Andrea Bajcsy +1
Imitation learning powered by generative models has proven effective for modeling complex single-agent behaviors. However, teaching multi-agent systems, like multiple arms or vehic…
Learning Semantic Priorities for Autonomous Target Search
Max Lodel, Nils Wilde, Robert Babuška +1
The use of semantic features can improve the efficiency of target search in unknown environments for robotic search and rescue missions. Current target search methods rely on train…