Yohei Hayamizu

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 11

Top Topics

Nearest Neighbor Rule

Classifier Systems

Top Venues

EvoApplications

Publications

Xiaohan Zhang, Zainab Altaweel, Yohei Hayamizu, Yan Ding, Saeid Amiri, Hao Yang, Andy Kaminski, Chad Esselink, Shiqi Zhang
DKPROMPT: Domain Knowledge Prompting Vision-Language Models for Open-World Planning. CoRR (2024)
David DeFazio, Yohei Hayamizu, Shiqi Zhang
Learning Quadruped Locomotion Policies Using Logical Rules. ICAPS (2024)
Hiroki Shiraishi, Yohei Hayamizu, Tomonori Hashiyama
Fuzzy-UCS Revisited: Self-Adaptation of Rule Representations in Michigan-Style Learning Fuzzy-Classifier Systems. GECCO (2023)
Yohei Hayamizu, Zhou Yu, Shiqi Zhang
Learning Joint Policies for Human-Robot Dialog and Co-Navigation. IROS (2023)
Hiroki Shiraishi, Yohei Hayamizu, Hiroyuki Sato, Keiki Takadama
Absumption based on overgenerality and condition-clustering based specialization for XCS with continuous-valued inputs. GECCO (2022)
Hiroki Shiraishi, Yohei Hayamizu, Iko Nakari, Hiroyuki Sato, Keiki Takadama
Inheritance vs. Expansion: Generalization Degree of Nearest Neighbor Rule in Continuous Space as Covering Operator of XCS. EvoApplications (2022)
Hiroki Shiraishi, Yohei Hayamizu, Hiroyuki Sato, Keiki Takadama
Can the same rule representation change its matching area?: enhancing representation in XCS for continuous space by probability distribution in multiple dimension. GECCO (2022)
Yohei Hayamizu, Saeid Amiri, Kishan Chandan, Keiki Takadama, Shiqi Zhang
Guiding Robot Exploration in Reinforcement Learning via Automated Planning. ICAPS (2021)
Hiroki Shiraishi, Masakazu Tadokoro, Yohei Hayamizu, Yukiko Fukumoto, Hiroyuki Sato, Keiki Takadama
Misclassification detection based on conditional VAE for rule evolution in learning classifier system. GECCO Companion (2021)
Hiroki Shiraishi, Masakazu Tadokoro, Yohei Hayamizu, Yukiko Fukumoto, Hiroyuki Sato, Keiki Takadama
Increasing Accuracy and Interpretability of High-Dimensional Rules for Learning Classifier System. CEC (2021)
Yohei Hayamizu, Saeid Amiri, Kishan Chandan, Shiqi Zhang, Keiki Takadama
Guided Dyna-Q for Mobile Robot Exploration and Navigation. CoRR (2020)