#RobotNavigation
A new deep reinforcement learning approach gives robots safety‑focused rewards per entity—adults, children, cyclists or static obstacles—reducing collisions in simulations. https://getnews.me/entity-based-collision-avoidance-enhances-robot-navigation-using-ai/ #entityawareness #robotnavigation
October 1, 2025 at 8:25 AM
SONAR merges semantic maps with a vision-language model for indoor robot navigation, achieving a 38.4% success rate and 17.7% SPL on the Matterport 3D benchmark in Gazebo. Read more: https://getnews.me/sonar-model-boosts-robot-navigation-with-cross-modal-reasoning/ #sonar #robotnavigation
September 30, 2025 at 8:02 PM
GundamQ, a multi‑scale spatiotemporal Q‑network for robot navigation, lifted success rates to 15.3% and improved path quality by 21.7% in simulated dynamic tests. Read more: https://getnews.me/gundamq-boosts-robot-path-planning-with-multi-scale-spatiotemporal-learning/ #gundamq #robotnavigation
September 17, 2025 at 5:40 AM