Tomoki Nishi

Traffic Signal Control Based on Reinforcement Learning with Graph Convolutional Neural Nets

Tomoki Nishi, Keisuke Otaki, Keiichiro Hayakawa et al. · 2018 · 148 citations

Intelligent Traffic Management, Convolutional Neural Network, Engineering +10

Challenges in Perception and Decision Making for Intelligent Automotive Vehicles: A Case Study

Bunyo Okumura, Michael James, Yusuke Kanzawa et al. · IEEE Transactions on Intelligent Vehicles · 2016 · 80 citations

Artificial Intelligence, Engineering, Vehicle Conceptual Design +21

Autonomous molecular design by Monte-Carlo tree search and rapid evaluations using molecular dynamics simulations

Seiji Kajita, Tomoyuki Kinjo, Tomoki Nishi · Communications Physics · 2020 · 66 citations · Full text

Abstract Functional Materials, Engineering, Machine Learning +18

On the Origin of Muscle Synergies: Invariant Balance in the Co-activation of Agonist and Antagonist Muscle Pairs

Hiroaki Hirai, Fumio Miyazaki, Hiroaki Naritomi et al. · Frontiers in Bioengineering and Biotechnology · 2015 · 65 citations · Full text

Merging in Congested Freeway Traffic Using Multipolicy Decision Making and Passive Actor-Critic Learning

Tomoki Nishi, Prashant Doshi, Danil Prokhorov · IEEE Transactions on Intelligent Vehicles · 2019 · 53 citations · Full text