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Kazumune Hashimoto

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

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze

Venues

NeurIPS (2) AAAI (1)

Top co-authors

Akifumi Wachi (3) Wataru Hashimoto (2) Xun Shen (2) Shuo Jiang (1) Sebastien Gros (1)

Research topics

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

Keywords

policy optimization (3) constrained optimization (2) constrained markov decision process (2) safe reinforcement learning (2) markov decision process (2) safety constraint (2) chance constraint (1) flipping-based policy (1) binary feedback (1) safe exploration (1) binary safety feedback (1) long-term safety (1) reinforcement learning (1) uncertainty quantifier (1) uncertainty quantification (1) policy learning (1) gaussian process (1) constraint satisfaction (1) generalized linear model (1)

Papers

Flipping-based Policy for Chance-Constrained Markov Decision Processes NeurIPS 2024 Long-Term Safe Reinforcement Learning with Binary Feedback AAAI 2024 Safe Exploration in Reinforcement Learning: A Generalized Formulation and Algorithms NeurIPS 2023