C2IQL: Constraint-Conditioned Implicit Q-learning for Safe Offline Reinforcement Learning

Zifan Liu; Xinran Li; Jun Zhang

2025 ICML ICML 2025

C2IQL: Constraint-Conditioned Implicit Q-learning for Safe Offline Reinforcement Learning

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

Authors

Zifan Liu, Xinran Li, Jun Zhang

Topics

Artificial Intelligence > Core AI > AI Safety Machine Learning > Optimization & Theory > Learning Theory Reinforcement Learning > Methods > Offline RL

Keywords

safety constraint implicit q-learning constraint-conditioned cost reconstruction model discounted approximations non-discounted cumulative costs

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