Toshitaka Matsuki

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 10

Top Topics

Group Sparse Coding

Chaotic Neural Network

Reinforcement Learning

Top Venues

Neural Networks

Publications

Toshitaka Matsuki, Yusuke Sakemi, Kazuyuki Aihara
Chaos-based reinforcement learning with TD3. CoRR (2024)
Takao Sato, Yuta Sakai, Natsuki Kawaguchi, Masayoshi Hara, Toshitaka Matsuki, Masanori Takahashi, Orlando Arrieta, Ramón Vilanova
Data-driven Response Estimation-based Tuning and its Validation Using a Ball-and-Beam System. ETFA (2023)
Yusuke Sakemi, Sou Nobukawa, Toshitaka Matsuki, Takashi Morie, Kazuyuki Aihara
Learning Reservoir Dynamics with Temporal Self-Modulation. CoRR (2023)
Toshitaka Matsuki
Deep Q-network using reservoir computing with multi-layered readout. CoRR (2022)
Katsunari Shibata, Takuya Ejima, Yuki Tokumaru, Toshitaka Matsuki
Sensitivity - Local index to control chaoticity or gradient globally -. Neural Networks 143 (2021)
Toshitaka Matsuki, Katsunari Shibata
Adaptive balancing of exploration and exploitation around the edge of chaos in internal-chaos-based learning. Neural Networks 132 (2020)
Katsunari Shibata, Takuya Ejima, Yuki Tokumaru, Toshitaka Matsuki
Sensitivity - Local Index to Control Chaoticity or Gradient Globally. CoRR (2020)
Toshitaka Matsuki, Souya Inoue, Katsunari Shibata
Q-learning with exploration driven by internal dynamics in chaotic neural network. IJCNN (2020)
Toshitaka Matsuki, Katsunari Shibata
Reinforcement Learning of a Memory Task Using an Echo State Network with Multi-layer Readout. RiTA (2017)
Toshitaka Matsuki, Katsunari Shibata
Reward-Based Learning of a Memory-Required Task Based on the Internal Dynamics of a Chaotic Neural Network. ICONIP (1) (2016)