Daniel Russo – Talk Videos

Disclaimer: These talks are mostly tailored to machine leanring audiences, because that community has a culture of recording acdemic talks.

1. Adaptivity and Confounding in Multi-Armed Bandit Experiments

   1. Simons Institute, 2022

2. Global Optimality Guarantees for Policy Gradient Methods

   1. Online RL Theory Seminar, 2020

   2. Georgia Tech Machine Learning Seminar, 2020

3. Simple Bayesian Algorithms for Best Arm Identification

   1. IMA Workshop on Data Driven Supply Chain Management

4. Deep Exploration via Randomized Value Functions

   1. ADSI Summer Workshop: Algorithmic Foundations of Learning and Control, 2019

5. A Finite Time Analysis of Temporal Difference Learning

   1. Short talk at COLT