Search Results for author: Paul Young Joun Ha

Found 2 papers, 1 papers with code

A DRL-based Multiagent Cooperative Control Framework for CAV Networks: a Graphic Convolution Q Network

1 code implementation12 Oct 2020 Jiqian Dong, Sikai Chen, Paul Young Joun Ha, Yujie Li, Samuel Labi

Connected Autonomous Vehicle (CAV) Network can be defined as a collection of CAVs operating at different locations on a multilane corridor, which provides a platform to facilitate the dissemination of operational information as well as control instructions.

Leveraging the Capabilities of Connected and Autonomous Vehicles and Multi-Agent Reinforcement Learning to Mitigate Highway Bottleneck Congestion

no code implementations12 Oct 2020 Paul Young Joun Ha, Sikai Chen, Jiqian Dong, Runjia Du, Yujie Li, Samuel Labi

In addressing this objective, we duly recognize that one of the main challenges of RL-based CAV controllers is the variety and complexity of inputs that exist in the real world, such as the information provided to the CAV by other connected entities and sensed information.

Autonomous Vehicles Management +1

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