So Kuroe
Papers
1
Total Citations
3
H-Index
1
About
So Kuroe’s research focuses on the intersection of bio-inspired robotics and autonomous control, particularly for snake-like robots operating in complex, unstructured environments. Her major contribution lies in developing methods to abstract state-action spaces by leveraging the physical properties of the robot’s body and its environment, enabling efficient reinforcement learning for high-degree-of-freedom systems. In her most-cited work (2012, 3 citations), she demonstrated how a 3-dimensional snake-like robot could autonomously learn to navigate rubble—a critical step toward real-world disaster response applications. While her citation count is modest, the work is notable for its pioneering approach to reducing the computational complexity of learning control policies in challenging terrains. Kuroe’s achievements include advancing the practical deployment of snake-like robots, which have high mobility but traditionally suffer from control difficulties due to their many degrees of freedom. Her research offers valuable insights for students and researchers interested in embodied intelligence, reinforcement learning, and robotic locomotion in hazardous environments.
Research Focus
Key Achievements
Top Papers
- 1