Research on AI Planning Based Modeling Method for Area Traffic Signal Control

In this paper an area signal control model based on temporal planning is presented. Every activity of area signal control is modeled using planning domain definition language, and then the domain model of area signal control is established. Aiming at the representation problem of resource and time in the area signal control model, we extended the basic activity model by adding resource constraint and temporal constraint, and temporal planning based domain model for area signal control is established finally.

[1]  Maria Fox,et al.  PDDL2.1: An Extension to PDDL for Expressing Temporal Planning Domains , 2003, J. Artif. Intell. Res..

[2]  D. Roozemond USING INTELLIGENT AGENTS FOR URBAN TRAFFIC CONTROL SYSTEMS , 1999 .

[3]  Zhiyong Liu,et al.  Urban Traffic Signal Timing Optimization Based on Multi-layer Chaos Neural Networks Involving Feedback , 2005, ICNC.

[4]  C. P. Pappis,et al.  A Fuzzy Logic Controller for a Trafc Junction , 1977, IEEE Transactions on Systems, Man, and Cybernetics.

[5]  Philippe Laborie,et al.  Algorithms for propagating resource constraints in AI planning and scheduling: Existing approaches and new results , 2003, Artif. Intell..

[6]  Mohamed B. Trabia,et al.  A two-stage fuzzy logic controller for traffic signals , 1999 .

[7]  David E. Goldberg,et al.  SIGNAL TIMING DETERMINATION USING GENETIC ALGORITHMS , 1992 .

[8]  Afsaneh Haddadi,et al.  Application of multi-agent systems in traffic and transportation , 1997, IEE Proc. Softw. Eng..

[9]  Iisakki Kosonen,et al.  Multi-agent fuzzy signal control based on real-time simulation , 2001 .

[10]  Jana Koehler,et al.  Planning under Resource Constraints , 1998, ECAI.

[11]  C. Quek,et al.  Opportunistic planning for a fleet of transportation robots , 2001 .

[12]  E. Mamdani,et al.  FUZZY LOGIC CONTROLLER FOR A TRAFFIC JUNCTION , 1977 .

[13]  Thomas Urbanik,et al.  Enhanced Genetic Algorithm for Signal-Timing Optimization of Oversaturated Intersections , 2000 .

[14]  Li Shui-you Artificial neural networks self-tuning predictive control for traffic signals , 2003 .

[15]  Marco Wiering,et al.  Multi-Agent Reinforcement Learning for Traffic Light control , 2000 .

[16]  Baher Abdulhai,et al.  Reinforcement learning for true adaptive traffic signal control , 2003 .