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Masamichi Shimosaka

2 accepted papers

2020

Fine-Grained Driving Behavior Prediction via Context-Aware Multi-Task Inverse Reinforcement Learning

ICRA 2020poster

Research on advanced driver assistance systems for reducing risks to vulnerable road users (VRUs) has recently gained popularity because the traffic accident reduction rate for VRUs is still small. Dealing with unexpected VRU movements on residential roads requires proficient acceleration and decele…

Cited by 19SourceScholar
2020

Multi-label Long Short-Term Memory for construction vehicle activity recognition with imbalanced supervision

IROS 2020poster

Sensor-based activity recognition for construction vehicles is useful for evaluating the skills of the operator, measuring work efficiency, and many other use cases. Therefore, many researches have explored robust activity-recognition models. However, it remains a challenge to apply the model to man…

Cited by 0SourceScholar