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Liam Boyle

2 accepted papers

2025

Planar Velocity Estimation for Fast-Moving Mobile Robots Using Event-Based Optical Flow

RA-L 2025

Accurate velocity estimation is critical in mobile robotics, particularly for driver assistance systems and autonomous driving. Wheel odometry fused with Inertial Measurement Unit (IMU) data is a widely used method for velocity estimation, however, it typically requires strong assumptions, such as n

Cited by 0SourceScholar
2025

RobotxR1: Enabling Embodied Robotic Intelligence on Large Language Models through Closed-Loop Reinforcement Learning

CoRL 2025poster

Future robotic systems operating in real-world environments require on-board embodied intelligence without continuous cloud connection, balancing capabilities with constraints on computational power and memory. This work presents an extension of the R1-zero approach, which enables the usage of small…

Cited by 0SourceScholar