Amrit Singh Bedi

3 papers University of Central Florida

• Does Thinking More Always Help? Mirage of Test-Time Scaling in Reasoning Models
• On the Global Optimality of Policy Gradient Methods in General Utility Reinforcement Learning
• On the Sample Complexity Bounds of Bilevel Reinforcement Learning