Ujjwal Puri

Efficient Multi-Task Learning via Iterated Single-Task Transfer

In order to be effective general purpose machines in real world environments, robots not only will need to adapt their existing manipulation skills to new circumstances, they will need to acquire entirely new skills on-the-fly. One approach to achieving this capability is via Multi-task Reinforcemen…