See, Hear, Explore: Curiosity via Audio-Visual Association

Victoria Dean, Shubham Tulsiani, Abhinav Gupta

Exploration is one of the core challenges in reinforcement learning. A common formulation of curiosity-driven exploration uses the difference between the real future and the future…