52:28 Curiosity, unobserved rewards and function Approximation in RL - Csaba Szepesvari Institute for Advanced Study
41:11 Understanding deep networks and its role played in prioritized search - Yuandong Tian Institute for Advanced Study
39:17 Robust Control with Perception in the Loop: Towards Open-World Manipulation -Russ Tedrake Institute for Advanced Study
35:53 Lightning Talks - Galen Cho, Christina Yu, Cyril Zhang, Laura Balzano, Max Simchovitz Institute for Advanced Study
32:08 Unsupervised state embedding and aggregation towards scalable reinforcement learning - Mengdi Wang Institute for Advanced Study
42:15 Strategic Exploration via State Abstraction from Rich Observations - John Langford Institute for Advanced Study
42:45 Is a Good Representation Sufficient for Sample Efficient Reinforcement Learning - Sham Kakade Institute for Advanced Study
50:33 Risk and robustness in RL: Nothing ventured, nothing gained - Shie Mannor Institute for Advanced Study
48:35 Lightning Talks - Chi Jin, Lin Yang, Alec Koppel, Karan Singh, Nataly Brukhim Institute for Advanced Study
