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2019
Increasing GPS Localization Accuracy Using Reinforcement Learning

Transportation Research Board 98th Annual Meeting, 6p

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2019
Automated Driving Maneuvers Under Interactive Environment Based on Deep Reinforcement Learning

Transportation Research Board 98th Annual Meeting, 5p

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2018
Rebalancing Shared Mobility-on-Demand Systems: A Reinforcement Learning Approach

Transportation Research Board 97th Annual Meeting, 5p

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2017
Reinforcement Learning Approach for Coordinated Passenger Inflow Control of Urban Rail Transit in Peak Hours

Transportation Research Board 96th Annual Meeting, 16p

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2013
Reinforcement Learning-Based Signal Control Using R-Markov Average Reward Technique (RMART) Accounting for Neighborhood Congestion Information Sharing

Transportation Research Board 92nd Annual Meeting, 34p

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2012-11
Traffic Signal Timing and Optimization

Transportation Research Circular, Issue E-C168, pp 11-20

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2012
Multi-agent based Simulation of Temporal-spatial Characteristics of Activity-travel Patterns Using Interactive Reinforcement Learning

Transportation Research Board 91st Annual Meeting, 18p

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2011
Validation of Traffic Simulation Models Using Reinforcement Learning

Transportation Research Board 90th Annual Meeting, 16p

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2011
Comprehensive Analysis of Reinforcement Learning Methods and Parameters for Adaptive Traffic Signal Control

Transportation Research Board 90th Annual Meeting, 18p

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2009
Evaluating Green-Extension Policies with Reinforcement Learning and Markovian Traffic State Estimation

Transportation Research Record: Journal of the Transportation Research Board, Issue 2128, pp 217-225

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2008
Modeling Context-Sensitive Dynamic Activity-Travel Behavior Under Conditions of Uncertainty Incorporating Reinforcement Learning, Habit Formation, and Behavioral and Cognitive Adaptation Strategies

Transportation Research Board 87th Annual Meeting, 18p

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2008
Airport Taxi-Out Prediction Using Approximate Dynamic Programming: Intelligence-Based Paradigm

Transportation Research Record: Journal of the Transportation Research Board, Issue 2052, pp 54-61

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2006
Automated Adaptive Traffic Corridor Control Using Reinforcement Learning: Approach and Case Studies

Transportation Research Record: Journal of the Transportation Research Board, Issue 1959, pp 1-8

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2005
Q-Learning for Flexible Learning of Daily Activity Plans

Transportation Research Record: Journal of the Transportation Research Board, Issue 1935, pp 163-169

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2003
REAL-TIME COORDINATED SIGNAL CONTROL THROUGH USE OF AGENTS WITH ONLINE REINFORCEMENT LEARNING

Transportation Research Record, Issue 1836, p. 64-75

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