2023 - 2026 Baldwinian Evolution of Task-Specialised High-Efficiency Learning in Neural Networks
論文 (25件):
Kimitoshi Yamazaki, Kyoto Nozaki, Yuichiro Matsuura, Solvi Arnold. Wiring connector-terminated cables based on manipulation planning with collision-free EMD net. Robotics and Autonomous Systems. 2024. 175. 104673-104673
Takuya Iwasaki, Yutaka Takase, Solvi Arnold, Keisuke Takeshita, Kimitoshi Yamazaki. Online motion planning based on swept volume search with replanning using sequential quadratic programming. Advanced Robotics. 2023. 37. 12. 737-750
Solvi Arnold, Mami Kuroishi, Rin Karashima, Tadashi Adachi, Kimitoshi Yamazaki. Recognising Affordances in Predicted Futures to Plan With Consideration of Non-Canonical Affordance Effects. IEEE Robotics and Automation Letters. 2023. 8. 3. 1455-1462
Solvi Arnold, Daisuke Tanaka, Kimitoshi Yamazaki. Cloth manipulation planning on basis of mesh representations with incomplete domain knowledge and voxel-to-mesh estimation. Frontiers in Neurorobotics. 2023. 16
Takuya Iwasaki, Solvi Arnold, Kimitoshi Yamazaki. Visual Servoing in Virtualized Environments Based on Optical Flow Learning and Constrained Optimization. International Journal of Robotics and Automation. 2023. 38. 10
Disaster Robotics -Results from the ImPACT Tough Robotics Challenge-Chapter: Cyber-Enhanced Rescue Canine
Springer 2019 ISBN:9783030053215
講演・口頭発表等 (37件):
Online Motion Modification for Mobile Manipulators Based on Sequential Quadratic Programming
(2024 IEEE 20th International Conference on Automation Science and Engineering (CASE2024) 2024)
Breaching the Bottleneck: Evolutionary Transition from Reward-Driven Learning to Reward-Agnostic Domain-Adapted Learning in Neuromodulated Neural Nets
(The 2024 Conference on Artificial Life 2024)
Flow-Lenia.png: Evolving Multi-Scale Complexity by Means of Compression
(The 2024 Conference on Artificial Life 2024)
Action Primitive Classification of Sewing Operations toward Training Unskilled Workers
(2023 IEEE International Conference on Mechatronics and Automation (ICMA2023) 2023)
2024/07 - The 2024 Conference on Artificial Life Best Paper Runner-Up Breaching the Bottleneck: Evolutionary Transition from Reward-Driven Learning to Reward-Agnostic Domain-Adapted Learning in Neuromodulated Neural Nets