Reinforcement Learning from Reachability Specifications: PAC Guarantees with Expected Conditional Distance

Jakub Svoboda; Suguman Bansal; Krishnendu Chatterjee

2024 ICML ICML 2024

Reinforcement Learning from Reachability Specifications: PAC Guarantees with Expected Conditional Distance

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

🌉 Interdisciplinary Bridge - Artificial Intelligence and Reinforcement Learning and Robotics

Authors

Jakub Svoboda, Suguman Bansal, Krishnendu Chatterjee

Topics

Machine Learning > Optimization & Theory > Learning Theory Reinforcement Learning > Methods > Policy Learning Robotics > Capabilities > Navigation

Keywords

reinforcement learning sequential decision making policy learning pac guarantee expected conditional distance reachability specifications

Download PDF