Author: kargare1
Decision Making Methods for Autonomous Vehicles on Unsignalized Intersection
Robotics Seminar Series. Sixth Session – 5th June 2020. Speaker: Andrei Aksjonov & Eshagh Kargar
Decision-Making in Autonomous Driving with Data- and Model-Based Methods Combination Ensuring Road Safety Aspects
In addition to transportation comfort and efficiency, autonomous vehicles provide a vital improvement in traffic safety by minimizing impact of human factor. In this project, the data- and model-based approaches will be combined to develop a safety-oriented decision-making algorithm for autonomous driving systems. The main assessment criteria for the vehicle performance actuation is traffic safety, […]
Deep Multi-Agent Reinforcement Learning for Decision Making in Autonomous Driving Systems
A high intelligence decision-making system is crucial for urban autonomous driving with dense surrounding dynamic objects. It must be able to handle the complex road geometry and topology, complex multi-agent interactions, and accurately follow the high-level commands such as routing information. The vehicle must apply sophisticated negotiation skills with other road users when overtaking, giving […]