Michiaki Tatsubori
11 papers · 2020–2023 · 3 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) πΊοΈ Taxonomy Completionist (16) π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (3)
π
Interdisciplinary Bridge
π€
Dynamic Duo
(11)
β‘
Prolific Year
(6)
π
Century Club
(11)
Conferences
ACL (5)
EMNLP (4)
IJCNLP (2)
Top co-authors
Keywords
text-based game
(8)
reinforcement learning
(7)
neuro-symbolic reasoning
(4)
policy learning
(3)
logical neural network
(3)
neuro-symbolic learning
(2)
symbolic rule learning
(2)
interpretable policy
(2)
neuro-symbolic method
(2)
symbolic knowledge
(1)
graph encoder
(1)
common sense reasoning
(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)
logical optimal action
(1)
Papers
Utterance Classification with Logical Neural Network: Explainable AI for Mental Disorder Diagnosis
ACL 2023
Learning Symbolic Rules over Abstract Meaning Representations for Textual Reinforcement Learning
ACL 2023
Learning Neuro-Symbolic World Models with Conversational Proprioception
ACL 2023
DiffG-RL: Leveraging Difference between Environment State and Common Sense
EMNLP 2022
LOA: Logical Optimal Actions for Text-based Interaction Games
ACL 2021
Language-based General Action Template for Reinforcement Learning Agents
ACL 2021
Neuro-Symbolic Approaches for Text-Based Policy Learning
EMNLP 2021
Neuro-Symbolic Reinforcement Learning with First-Order Logic
EMNLP 2021
Language-based General Action Template for Reinforcement Learning Agents
IJCNLP 2021
LOA: Logical Optimal Actions for Text-based Interaction Games
IJCNLP 2021
Bootstrapped Q-learning with Context Relevant Observation Pruning to Generalize in Text-based Games
EMNLP 2020