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2024 ICML ICML 2024

Towards Optimal Adversarial Robust Q-learning with Bellman Infinity-error

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

Haoran Li, Zicheng Zhang, Wang Luo, Congying Han, Yudong Hu, Tiande Guo, Shichen Liao

Topics

Machine Learning > Optimization & Theory > Optimization Reinforcement Learning > Methods > Deep RL Reinforcement Learning > Applications > Robotics

Keywords

adversarial robustness policy consistency bellman infinity-error consistent adversarial robust deep q-network deterministic stationary orp l^{∞}-norm
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