Towards Accelerated Discovery Services for Geospatio-temporal Foundation ModelsMichiaki TatsuboriTakao Moriyamaet al.2022AGU Fall 2022
DiffG-RL: Leveraging Difference between State and Common SenseTsunehiko TanakaDaiki Kimuraet al.2022EMNLP 2022
Challenges in Explainability and Knowledge ExtractionDaiki KimuraTsunehiko Tanakaet al.2022NAACL 2022
Learning Lifted Operator Models with Logical Neural NetworksDon Joven Ravoy AgravanteMichiaki Tatsubori2022JSAI 2022
Commonsense Knowledge from Scene Graphs for Textual EnvironmentsTsunehiko TanakaDaiki Kimuraet al.2022AAAI 2022
Neuro-Symbolic Reinforcement Learning with First-Order LogicDaiki KimuraMasaki Onoet al.2021EMNLP 2021
Neuro-Symbolic Approaches for Text-Based Policy LearningSUBHAJIT CHAUDHURYPrithvi Senet al.2021EMNLP 2021
Bootstrapped Q-learning with Context Relevant Observation Pruning to Generalize in Text-based GameSUBHAJIT CHAUDHURYDaiki Kimuraet al.2020EMNLP 2020
Reinforcement Learning with External Knowledge by using Logical Neural NetworksDaiki KimuraSUBHAJIT CHAUDHURYet al.2021IJCAI 2020