Sample Complexity and Overparameterization Bounds for Temporal-Difference Learning With Neural Network Approximation

Cayci, Semih (Corresponding author); Satpathi, Siddhartha; He, Niao; Srikant, R.

New York, NY : Institute of Electrical and Electronics Engineers (2023)
Journal Article

In: IEEE Transactions on Automatic Control
Volume: 68
Issue: 5
Page(s)/Article-Nr.: 2891-2905

Institutions

• Department of Mathematics [110000]
• Chair of Mathematics of Information Processing [114510]
• Junior Professor for Mathematics of Machine Learning [119730]