Projected Task-Specific Layers for Multi-Task Reinforcement Learning

Josselin Somerville Roberts, Julia Di

Multi-task reinforcement learning could enable robots to scale across a wide variety of manipulation tasks in homes and workplaces. However, generalizing from one task to another a…