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Traffic simulation software review

2017 8th International Conference on Information, Intelligence, Systems & Applications (IISA), 2017
Metro Manila traffic, specifically in EDSA, needs to be simulated and analyzed in order to minimize waste and pollution. The purpose of this research is to compare different traffic simulation software and choose which is the most viable for the researchers to simulate traffic in EDSA.
Paolo M. Ejercito   +3 more
openaire   +3 more sources

Guided Conditional Diffusion for Controllable Traffic Simulation

IEEE International Conference on Robotics and Automation, 2022
Controllable and realistic traffic simulation is critical for developing and verifying autonomous vehicles. Typical heuristic-based traffic models offer flexible control to make vehicles follow specific trajectories and traffic rules.
Ziyuan Zhong   +7 more
semanticscholar   +1 more source

MIXSIM: A Hierarchical Framework for Mixed Reality Traffic Simulation

Computer Vision and Pattern Recognition, 2023
The prevailing way to test a self-driving vehicle (SDV) in simulation involves non-reactive open-loop replay of real world scenarios. However, in order to safely deploy SDVs to the real world, we need to evaluate them in closed-loop.
Simon Suo   +6 more
semanticscholar   +1 more source

Reinforcement Learning with Human Feedback for Realistic Traffic Simulation

IEEE International Conference on Robotics and Automation, 2023
In light of the challenges and costs of real-world testing, autonomous vehicle developers often rely on testing in simulation for the creation of reliable systems.
Yulong Cao   +3 more
semanticscholar   +1 more source

BITS: Bi-level Imitation for Traffic Simulation

IEEE International Conference on Robotics and Automation, 2022
Simulation is the key to scaling up validation and verification for robotic systems such as autonomous vehicles. Despite advances in high-fidelity physics and sensor simulation, a critical gap remains in simulating realistic behaviors of road users. This
Danfei Xu   +3 more
semanticscholar   +1 more source

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