Masataro Asai

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 30

Top Topics

Monte Carlo Tree Search

Heuristic Search

Classical Planning

Top Venues

J. Artif. Intell. Res.

Publications

Masataro Asai, Stephen Wissow
Extreme Value Monte Carlo Tree Search. CoRR (2024)
Masataro Asai, Stephen Wissow
Extreme Value Monte Carlo Tree Search (Extended Abstract). SOCS (2024)
Stephen Wissow, Masataro Asai
Scale-Adaptive Balancing of Exploration and Exploitation in Classical Planning. CoRR (2023)
Carlos Núñez-Molina, Masataro Asai
Utilizing Admissible Bounds for Heuristic Learning. CoRR (2023)
Masataro Asai
Analytical Conjugate Priors for Subclasses of Generalized Pareto Distributions. CoRR (2023)
Masataro Asai
Dr. Neurosymbolic, or: How I Learned to Stop Worrying and Accept Statistics. CoRR (2022)
Masataro Asai, Hiroshi Kajino, Alex Fukunaga, Christian Muise
Classical Planning in Deep Latent Space. J. Artif. Intell. Res. 74 (2022)
Clement Gehring, Masataro Asai, Rohan Chitnis, Tom Silver, Leslie Pack Kaelbling, Shirin Sohrabi, Michael Katz
Reinforcement Learning for Classical Planning: Viewing Heuristics as Dense Reward Generators. ICAPS (2022)
Benjamin J. Ayton, Masataro Asai
Is Policy Learning Overrated?: Width-Based Planning and Active Learning for Atari. ICAPS (2022)
Benjamin J. Ayton, Masataro Asai
Width-Based Planning and Active Learning for Atari. CoRR (2021)
Clement Gehring, Masataro Asai, Rohan Chitnis, Tom Silver, Leslie Pack Kaelbling, Shirin Sohrabi, Michael Katz
Reinforcement Learning for Classical Planning: Viewing Heuristics as Dense Reward Generators. CoRR (2021)
Masataro Asai, Hiroshi Kajino, Alex Fukunaga, Christian Muise
Classical Planning in Deep Latent Space. CoRR (2021)
Masataro Asai, Christian Muise
Learning Neural-Symbolic Descriptive Planning Models via Cube-Space Priors: The Voyage Home (to STRIPS). IJCAI (2020)
Masataro Asai, Christian Muise
Learning Neural-Symbolic Descriptive Planning Models via Cube-Space Priors: The Voyage Home (to STRIPS). CoRR (2020)
Masataro Asai, Zilu Tang
Discrete Word Embedding for Logical Natural Language Understanding. CoRR (2020)
Masataro Asai, Hiroshi Kajino
Towards Stable Symbol Grounding with Zero-Suppressed State AutoEncoder. CoRR (2019)
Masataro Asai, Hiroshi Kajino
Towards Stable Symbol Grounding with Zero-Suppressed State AutoEncoder. ICAPS (2019)
Masataro Asai
Unsupervised Grounding of Plannable First-Order Logic Representation from Images. ICAPS (2019)
Masataro Asai
Neural-Symbolic Descriptive Action Model from Images: The Search for STRIPS. CoRR (2019)
Masataro Asai
Unsupervised Grounding of Plannable First-Order Logic Representation from Images. CoRR (2019)
Masataro Asai
Set Cross Entropy: Likelihood-based Permutation Invariant Loss Function for Probability Distributions. CoRR (2018)
Masataro Asai, Alex Fukunaga
Classical Planning in Deep Latent Space: Bridging the Subsymbolic-Symbolic Boundary. AAAI (2018)
Masataro Asai
Photo-Realistic Blocksworld Dataset. CoRR (2018)
Masataro Asai, Alex Fukunaga
Improving Greedy Best-First Search by Removing Unintended Search Bias (Extended Abstract). AAAI (2017)
Masataro Asai, Alex Fukunaga
Classical Planning in Deep Latent Space: From Unlabeled Images to PDDL (and back). NeSy (2017)
Masataro Asai, Alex Fukunaga
Classical Planning in Deep Latent Space: Bridging the Subsymbolic-Symbolic Boundary. CoRR (2017)
Masataro Asai, Alex Fukunaga
Tie-Breaking Strategies for Cost-Optimal Best First Search. J. Artif. Intell. Res. 58 (2017)
Masataro Asai, Akihiro Kishimoto, Adi Botea, Radu Marinescu, Elizabeth M. Daly, Spyros Kotoulas
Efficient Optimal Search under Expensive Edge Cost Computation. IJCAI (2017)
Masataro Asai, Alex Fukunaga
Exploration among and within Plateaus in Greedy Best-First Search. ICAPS (2017)
Masataro Asai, Alex S. Fukunaga
Tiebreaking Strategies for A* Search: How to Explore the Final Frontier. AAAI (2016)
Masataro Asai, Alex Fukunaga
Solving Large-Scale Planning Problems by Decomposition and Macro Generation. ICAPS (2015)
Masataro Asai, Alex Fukunaga
Fully Automated Cyclic Planning for Large-Scale Manufacturing Domains. ICAPS (2014)