Mukhammadrizo Maribjonov

Knowledge-Guided Manipulation Using Multi-Task Reinforcement Learning

This paper introduces Knowledge-Guided Massively Multi-task Model-based Policy Optimization (KG-M3PO), a framework for multi-task robotic manipulation in partially observable settings that unifies Perception, Knowledge, and Policy. KG-M3PO leverages a model-based policy optimization method to contro…