Michiaki Tatsubori

9 papers · 2020–2023 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (16) 🐣 Hot Topic Early Bird 🏆 Keyword Champion (2)

Venues

ACL (5) EMNLP (4)

Top co-authors

Daiki Kimura (9) Asim Munawar (7) Subhajit Chaudhury (6) Don Joven Agravante (4) Alexander Gray (4) Ryosuke Kohita (3) Akifumi Wachi (3) Masaki Ono (3) Prithviraj Sen (2) Tsunehiko Tanaka (1)

Research topics

Artificial Intelligence (8) Core AI (8) Reinforcement Learning (6) Applications (5) Deep Learning (3) Learning Types · Deep Learning (3) Methods (3) Machine Learning (2) Application Areas (1) Learning Paradigms (1) Learning Types · Machine Learning (1)

Keywords

text-based game (7) reinforcement learning (6) logical neural network (3) neuro-symbolic reasoning (3) policy learning (3) symbolic rule learning (2) neuro-symbolic learning (2) neuro-symbolic method (2) interpretable policy (2) commonsense reasoning (1) symbolic knowledge (1) graph encoder (1) natural language interaction (1) symbolic policy (1) common sense (1) graph neural network (1) observation pruning (1) neuro-symbolic framework (1) action decision (1) text-based reinforcement learning (1)

Papers

Learning Neuro-Symbolic World Models with Conversational Proprioception ACL 2023 Learning Symbolic Rules over Abstract Meaning Representations for Textual Reinforcement Learning ACL 2023 Utterance Classification with Logical Neural Network: Explainable AI for Mental Disorder Diagnosis ACL 2023 DiffG-RL: Leveraging Difference between Environment State and Common Sense EMNLP 2022 Language-based General Action Template for Reinforcement Learning Agents ACL 2021 LOA: Logical Optimal Actions for Text-based Interaction Games ACL 2021 Neuro-Symbolic Approaches for Text-Based Policy Learning EMNLP 2021 Neuro-Symbolic Reinforcement Learning with First-Order Logic EMNLP 2021 Bootstrapped Q-learning with Context Relevant Observation Pruning to Generalize in Text-based Games EMNLP 2020