Toshitaka Matsuki

Orcid: 0000-0002-1908-2451

According to our database1, Toshitaka Matsuki authored at least 9 papers between 2016 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
Chaos-based reinforcement learning with TD3.
CoRR, 2024

2023
Learning Reservoir Dynamics with Temporal Self-Modulation.
CoRR, 2023

Data-driven Response Estimation-based Tuning and its Validation Using a Ball-and-Beam System.
Proceedings of the 28th IEEE International Conference on Emerging Technologies and Factory Automation, 2023

2022
Deep Q-network using reservoir computing with multi-layered readout.
CoRR, 2022

2021
Sensitivity - Local index to control chaoticity or gradient globally -.
Neural Networks, 2021

2020
Adaptive balancing of exploration and exploitation around the edge of chaos in internal-chaos-based learning.
Neural Networks, 2020

Q-learning with exploration driven by internal dynamics in chaotic neural network.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

2017
Reinforcement Learning of a Memory Task Using an Echo State Network with Multi-layer Readout.
Proceedings of the Robot Intelligence Technology and Applications 5, 2017

2016
Reward-Based Learning of a Memory-Required Task Based on the Internal Dynamics of a Chaotic Neural Network.
Proceedings of the Neural Information Processing - 23rd International Conference, 2016


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