ViVa: Video-Trained Value Functions for Guiding Online RL from Diverse Data

Nitish Dashora, Dibya Ghosh, Sergey Levine

Online reinforcement learning (RL) with sparse rewards poses a challenge partly because of the lack of feedback on states leading to the goal. Furthermore, expert offline data with…