Ep. 2 - October 25, 2023
from TechcraftingAI Robotics Hosted by Brad Edwards
arXiv research summaries for Robotics from October 24, 2023. You can find summaries and links to each article here. Today's Themes (LLM-Generated) Obstacle avoidance and motion planning - Several papers focus on allowing robots to navigate safely around obstacles, including using neural networks and reinforcement learning. Computer vision for state estimation - Multiple papers look at using computer vision and vision-language models to recognize binary states like whether a door is open or closed. Collision checking for motion planning - One paper examines certifying that motion plans generated by methods like RRTs are collision-free. Underwater robotics - A paper presents a refractive camera model for improved underwater visual-inertial odometry. Knowledge representation - A paper investigates translating virtual environments into knowledge graphs to represent robotic environments.
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