Masataro Asai

According to our database, Masataro Asai authored at least 25 papers between 2014 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Utilizing Admissible Bounds for Heuristic Learning.

Carlos Núñez-Molina, Masataro Asai

CoRR, 2023

Scale-Adaptive Balancing of Exploration and Exploitation in Classical Planning.

Stephen Wissow, Masataro Asai

CoRR, 2023

Analytical Conjugate Priors for Subclasses of Generalized Pareto Distributions.

Masataro Asai

CoRR, 2023

2022

Classical Planning in Deep Latent Space.

Masataro Asai, Hiroshi Kajino, Alex Fukunaga, Christian Muise

J. Artif. Intell. Res., 2022

Dr. Neurosymbolic, or: How I Learned to Stop Worrying and Accept Statistics.

Masataro Asai

CoRR, 2022

Reinforcement Learning for Classical Planning: Viewing Heuristics as Dense Reward Generators.

Clement Gehring, Masataro Asai, Rohan Chitnis, Tom Silver, Leslie Pack Kaelbling, Shirin Sohrabi, Michael Katz

Proceedings of the Thirty-Second International Conference on Automated Planning and Scheduling, 2022

Is Policy Learning Overrated?: Width-Based Planning and Active Learning for Atari.

Benjamin J. Ayton, Masataro Asai

Proceedings of the Thirty-Second International Conference on Automated Planning and Scheduling, 2022

2021

Symbolic Reasoning in Latent Space: Classical Planning as an Example.

Masataro Asai, Hiroshi Kajino, Alex Fukunaga, Christian Muise

Proceedings of the Neuro-Symbolic Artificial Intelligence: The State of the Art, 2021

Width-Based Planning and Active Learning for Atari.

Benjamin J. Ayton, Masataro Asai

CoRR, 2021

2020

Discrete Word Embedding for Logical Natural Language Understanding.

Masataro Asai, Zilu Tang

CoRR, 2020

Learning Neural-Symbolic Descriptive Planning Models via Cube-Space Priors: The Voyage Home (to STRIPS).

Masataro Asai, Christian Muise

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

2019

Neural-Symbolic Descriptive Action Model from Images: The Search for STRIPS.

Masataro Asai

CoRR, 2019

Towards Stable Symbol Grounding with Zero-Suppressed State AutoEncoder.

Masataro Asai, Hiroshi Kajino

Proceedings of the Twenty-Ninth International Conference on Automated Planning and Scheduling, 2019

Unsupervised Grounding of Plannable First-Order Logic Representation from Images.

Masataro Asai

Proceedings of the Twenty-Ninth International Conference on Automated Planning and Scheduling, 2019

2018

Photo-Realistic Blocksworld Dataset.

Masataro Asai

CoRR, 2018

Set Cross Entropy: Likelihood-based Permutation Invariant Loss Function for Probability Distributions.

Masataro Asai

CoRR, 2018

Classical Planning in Deep Latent Space: Bridging the Subsymbolic-Symbolic Boundary.

Masataro Asai, Alex Fukunaga

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Tie-Breaking Strategies for Cost-Optimal Best First Search.

Masataro Asai, Alex Fukunaga

J. Artif. Intell. Res., 2017

Classical Planning in Deep Latent Space: From Unlabeled Images to PDDL (and back).

Masataro Asai, Alex Fukunaga

Proceedings of the Twelfth International Workshop on Neural-Symbolic Learning and Reasoning, 2017

Efficient Optimal Search under Expensive Edge Cost Computation.

Masataro Asai, Akihiro Kishimoto, Adi Botea, Radu Marinescu, Elizabeth M. Daly, Spyros Kotoulas

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Exploration among and within Plateaus in Greedy Best-First Search.

Masataro Asai, Alex Fukunaga

Proceedings of the Twenty-Seventh International Conference on Automated Planning and Scheduling, 2017

Improving Greedy Best-First Search by Removing Unintended Search Bias (Extended Abstract).

Masataro Asai, Alex Fukunaga

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Tiebreaking Strategies for A* Search: How to Explore the Final Frontier.

Masataro Asai, Alex S. Fukunaga

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

Solving Large-Scale Planning Problems by Decomposition and Macro Generation.

Masataro Asai, Alex Fukunaga

Proceedings of the Twenty-Fifth International Conference on Automated Planning and Scheduling, 2015

2014

Fully Automated Cyclic Planning for Large-Scale Manufacturing Domains.

Masataro Asai, Alex Fukunaga

Proceedings of the Twenty-Fourth International Conference on Automated Planning and Scheduling, 2014