Knowledge-Guided Manipulation Using Multi-Task Reinforcement Learning

Knowledge-Guided Manipulation Using Multi-Task Reinforcement Learning explores A multi-task reinforcement learning framework for robotic manipulation that leverages real-time 3D scene graphs and knowledge to achieve robust generalization and sample efficiency.. Commercial viability score: 7/10 in Robotics.