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Xun Shen

3 papers · 2023–2024 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze

Venues

NeurIPS (2) IJCAI (1)

Top co-authors

Akifumi Wachi (3) Kazumune Hashimoto (2) Wataru Hashimoto (1) Yanan Sui (1) Shuo Jiang (1) Sebastien Gros (1)

Research topics

Artificial Intelligence (3) Reinforcement Learning (3) Core AI (3) Methods (3) Machine Learning (2) Learning Types · Machine Learning (2) Deep Learning (1) Applications (1) Learning Types · Deep Learning (1)

Keywords

safety constraint (3) policy optimization (3) safe reinforcement learning (2) constrained optimization (1) markov decision process (1) gaussian process (1) constraint satisfaction (1) reward maximization (1) constrained markov decision process (1) chance constraint (1) flipping-based policy (1) safe exploration (1) constraint formulation (1) reinforcement learning (1) uncertainty quantifier (1) uncertainty quantification (1) policy learning (1)

Papers

A Survey of Constraint Formulations in Safe Reinforcement Learning IJCAI 2024 Flipping-based Policy for Chance-Constrained Markov Decision Processes NeurIPS 2024 Safe Exploration in Reinforcement Learning: A Generalized Formulation and Algorithms NeurIPS 2023