Takuya Kanazawa

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 11

Top Topics

Global Optimization

Inverse Problems

Policy Gradient

Top Venues

Comput. Ind. Eng.

Publications

Jueming Hu, Haiyan Wang, Hsiu-Khuern Tang, Takuya Kanazawa, Chetan Gupta, Ahmed K. Farahat
Knowledge-enhanced reinforcement learning for multi-machine integrated production and maintenance scheduling. Comput. Ind. Eng. 185 (2023)
Takuya Kanazawa, Chetan Gupta
Latent-Conditioned Policy Gradient for Multi-Objective Deep Reinforcement Learning. CoRR (2023)
Takuya Kanazawa, Haiyan Wang, Chetan Gupta
Distributional Actor-Critic Ensemble for Uncertainty-Aware Continuous Control. IJCNN (2022)
Takuya Kanazawa, Chetan Gupta
Sample-based Uncertainty Quantification with a Single Deterministic Neural Network. CoRR (2022)
Takuya Kanazawa, Chetan Gupta
Sample-based Uncertainty Quantification with a Single Deterministic Neural Network. IJCCI (2022)
Takuya Kanazawa, Haiyan Wang, Chetan Gupta
Distributional Actor-Critic Ensemble for Uncertainty-Aware Continuous Control. CoRR (2022)
Takuya Kanazawa
One-Parameter Family of New Acquisition Functions for Efficient Global Optimization. IJCNN (2022)
Takuya Kanazawa
One-parameter family of acquisition functions for efficient global optimization. CoRR (2021)
Takuya Kanazawa
Efficient Bayesian Optimization using Multiscale Graph Correlation. CoRR (2021)
Takuya Kanazawa
Using Distance Correlation for Efficient Bayesian Optimization. CoRR (2021)
Takuya Kanazawa, Akinori Asahara, Hidekazu Morita
Accelerating small-angle scattering experiments with simulation-based machine learning. CoRR (2019)