Skip to main content
Search
Utility navigation
Calendar
Contact
Login
MAKE A GIFT
Main navigation
Home
Programs & Events
Research Programs
Workshops & Symposia
Public Lectures
Research Pods
Internal Program Activities
Algorithms, Society, and the Law
People
Scientific Leadership
Staff
Current Long-Term Visitors
Research Fellows
Postdoctoral Researchers
Scientific Advisory Board
Governance Board
Industry Advisory Council
Affiliated Faculty
Science Communicators in Residence
Law and Society Fellows
Participate
Apply to Participate
Plan Your Visit
Location & Directions
Postdoctoral Research Fellowships
Law and Society Fellowships
Science Communicator in Residence Program
Circles
Breakthroughs Workshops and Goldwasser Exploratory Workshops
Support
Annual Fund
Funders
Industrial Partnerships
News & Videos
News
Videos
About
Image
Theory of Reinforcement Learning Reunion
Program
Theory of Reinforcement Learning
Location
Calvin Lab auditorium
Date
Monday, Nov. 15
–
Thursday, Nov. 18, 2021
Back to calendar
Breadcrumb
Home
Workshop & Symposia
Schedule
Secondary tabs
The Workshop
Schedule
Videos
All talk times are in Pacific Time.
Monday, Nov. 15, 2021
9
–
9:20 a.m.
Coffee and Check-In
9:20
–
9:30 a.m.
Opening Remarks
9:30
–
10 a.m.
Optimizing Average Reward MDPs with a Generative Model
Aaron Sidford (Stanford University)
10
–
10:30 a.m.
Settling the Horizon-Dependence of Sample Complexity in Reinforcement Learning
Lin Yang (UCLA)
10:30
–
11 a.m.
Break
11 a.m.
–
12 p.m.
Discussion: Getting Organized
12
–
1:30 p.m.
Lunch
1:30
–
2 p.m.
Do Temporal Difference Learning Algorithms Achieve Optimal Approximation Error?
Ashwin Pananjady (Georgia Tech)
2
–
2:30 p.m.
V-Learning—A Simple, Efficient, Decentralized Algorithm for Multiagent RL
Chi Jin (Princeton University)
2:30
–
3 p.m.
Break
3
–
4 p.m.
Discussion: General Function Approximation
4
–
5 p.m.
Reception
Tuesday, Nov. 16, 2021
9
–
9:30 a.m.
Coffee and Check-In
9:30
–
10 a.m.
A Simple Convergence Proof For Stochastic Approximation Using Converse Lyapunov Theory
Mathukumalli Vidyasagar (Indian Institute of Technology Hyderabad)
10
–
10:30 a.m.
Can We Zap Optimal Transport?
Sean Meyn (University of Florida)
10:30
–
11 a.m.
Break
11 a.m.
–
12 p.m.
Discussion: Failures of RL
12
–
1:30 p.m.
Lunch
1:30
–
2 p.m.
Wasserstein Flow Meets Replicator Dynamics: A Mean-Field Analysis of Representation Learning in Actor-Critic
Zhuoran Yang (Princeton University)
2
–
2:30 p.m.
Asymptotically Optimal Causal Effect Identification
Alan Malek (DeepMind)
2:30
–
3 p.m.
Break
3
–
4 p.m.
Discussion: Deep RL
Wednesday, Nov. 17, 2021
9
–
9:30 a.m.
Coffee and Check-In
9:30
–
10 a.m.
Online Model Selection: Algorithms And Fundamental Limits
Vidya Muthukumar (Georgia Tech)
10
–
10:30 a.m.
A/B/n Testing with Control in the Presence of Subpopulations
Wouter Koolen (Centrum Wiskunde & Informatica)
10:30
–
11 a.m.
Break
11 a.m.
–
12 p.m.
Discussion: Teaching RL
12
–
1:30 p.m.
Lunch
1:30
–
2 p.m.
Exploiting Structure In Reinforcement Learning
Christina Yu (Cornell University)
2
–
2:30 p.m.
Nonlinear Bandits and RL
Jason Lee (Princeton University)
2:30
–
3 p.m.
Break
3
–
4 p.m.
Impromptu Talks
Thursday, Nov. 18, 2021
9
–
9:30 a.m.
Coffee and Check-In
9:30
–
10 a.m.
Offline Reinforcement Learning: Representations, Algorithms, And Applications
Sergey Levine (UC Berkeley)
10
–
10:30 a.m.
Provable Model-Based Nonlinear Bandit And Reinforcement Learning
Tengyu Ma (Stanford University)
10:30
–
11 a.m.
Break
11 a.m.
–
12 p.m.
Discussion: Practice vs. Theory
12
–
1:30 p.m.
Lunch
1:30
–
2 p.m.
Off-Policy Evaluation In Partially Observed Markov Decision Processes
Stefan Wager (Stanford University)
2
–
2:30 p.m.
Is Pessimism Provably Efficient For Offline Rl?
Zhaoran Wang (Northwestern University)
2:30
–
3 p.m.
Break
3
–
4 p.m.
Discussion: Structure and RL
Share this page
Copy URL of this page
link to homepage
Close
Main navigation
Home
Programs & Events
Research Programs
Workshops & Symposia
Public Lectures
Research Pods
Internal Program Activities
Algorithms, Society, and the Law
People
Scientific Leadership
Staff
Current Long-Term Visitors
Research Fellows
Postdoctoral Researchers
Scientific Advisory Board
Governance Board
Industry Advisory Council
Affiliated Faculty
Science Communicators in Residence
Law and Society Fellows
Participate
Apply to Participate
Plan Your Visit
Location & Directions
Postdoctoral Research Fellowships
Law and Society Fellowships
Science Communicator in Residence Program
Circles
Breakthroughs Workshops and Goldwasser Exploratory Workshops
Support
Annual Fund
Funders
Industrial Partnerships
News & Videos
News
Videos
About
Utility navigation
Calendar
Contact
Login
MAKE A GIFT
link to homepage
Close
Search