Researcher Pin Wang

Researcher Biography

https://path.berkeley.edu/pin-wang

Past Projects

Uncertainty-Aware Reinforcement Learning for Interaction-Intensive Driving Tasks

Scene Understanding and Forecasting in Contextual Environment – From Pixel to Semantic

Life-Long Learning to Drive by Semi-Supervised Reinforcement Learning (SSRL)

Learning Human-Like Decision-making Behavior based on Adversarial Inverse Reinforcement Learning

Adaptive Traffic Signal Control based on Deep Reinforcement Learning

Maneuver Control based on Reinforcement Learning for Automated Vehicles in an Interactive Environment

Reinforcement Learning for Automated Driving – A Use Case of Ramp Merge Automation