| Generative Adversarial Reward Learning for Generalized Behavior Tendency Inference | May 3, 2021 | Recommendation Systemsreinforcement-learning | —Unverified | 0 |
| Independent Reinforcement Learning for Weakly Cooperative Multiagent Traffic Control Problem | Apr 22, 2021 | Decision Makingreinforcement-learning | CodeCode Available | 1 |
| Reinforcement Learning for Traffic Signal Control: Comparison with Commercial Systems | Apr 21, 2021 | Q-Learningreinforcement-learning | —Unverified | 0 |
| CVLight: Decentralized Learning for Adaptive Traffic Signal Control with Connected Vehicles | Apr 21, 2021 | Reinforcement Learning (RL)Traffic Signal Control | —Unverified | 0 |
| Network-wide traffic signal control optimization using a multi-agent deep reinforcement learning | Apr 20, 2021 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | —Unverified | 0 |
| Towards Real-World Deployment of Reinforcement Learning for Traffic Signal Control | Mar 30, 2021 | CPUOpenAI Gym | CodeCode Available | 1 |
| MetaVIM: Meta Variationally Intrinsic Motivated Reinforcement Learning for Decentralized Traffic Signal Control | Jan 4, 2021 | Deep Reinforcement LearningMeta-Learning | CodeCode Available | 1 |
| AttendLight: Universal Attention-Based Reinforcement Learning Model for Traffic Signal Control | Oct 12, 2020 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Bayesian Meta-reinforcement Learning for Traffic Signal Control | Oct 1, 2020 | Continual LearningMeta-Learning | —Unverified | 0 |
| GeneraLight: Improving Environment Generalization of Traffic Signal Control via Meta Reinforcement Learning | Sep 17, 2020 | ClusteringGenerative Adversarial Network | —Unverified | 0 |
| Assessment of Reward Functions for Reinforcement Learning Traffic Signal Control under Real-World Limitations | Aug 26, 2020 | Deep Reinforcement LearningTraffic Signal Control | —Unverified | 0 |
| Congested Urban Networks Tend to Be Insensitive to Signal Settings: Implications for Learning-Based Control | Aug 21, 2020 | Deep Reinforcement LearningTraffic Signal Control | CodeCode Available | 0 |
| Area-wide traffic signal control based on a deep graph Q-Network (DGQN) trained in an asynchronous manner | Aug 5, 2020 | Reinforcement Learning (RL)Traffic Signal Control | —Unverified | 0 |
| Decentralized Deep Reinforcement Learning for Network Level Traffic Signal Control | Jul 2, 2020 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | —Unverified | 0 |
| A Simple Traffic Signal Control Using Queue Length Information | Jun 11, 2020 | Autonomous VehiclesTraffic Signal Control | CodeCode Available | 0 |
| Batch-Augmented Multi-Agent Reinforcement Learning for Efficient Traffic Signal Optimization | May 19, 2020 | Multi-agent Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Reinforcement Learning for Intelligent Transportation Systems: A Survey | May 2, 2020 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| Quantifying the Impact of Non-Stationarity in Reinforcement Learning-Based Traffic Signal Control | Apr 9, 2020 | Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| Multi-agent Reinforcement Learning for Networked System Control | Apr 3, 2020 | Multi-agent Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| IG-RL: Inductive Graph Reinforcement Learning for Massive-Scale Traffic Signal Control | Mar 6, 2020 | Multi-agent Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Learning Scalable Multi-Agent Coordination by Spatial Differentiation for Traffic Signal Control | Feb 27, 2020 | Deep Reinforcement LearningGraph Attention | CodeCode Available | 1 |
| Using AI for Mitigating the Impact of Network Delay in Cloud-based Intelligent Traffic Signal Control | Feb 19, 2020 | Cloud ComputingReinforcement Learning | —Unverified | 0 |
| Grey Models for Short-Term Queue Length Predictions for Adaptive Traffic Signal Control | Dec 29, 2019 | PredictionTime Series | —Unverified | 0 |
| Learning an Interpretable Traffic Signal Control Policy | Dec 23, 2019 | Q-LearningReinforcement Learning | CodeCode Available | 0 |
| Deep Reinforcement Learning for Adaptive Traffic Signal Control | Nov 14, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Partially Detected Intelligent Traffic Signal Control: Environmental Adaptation | Oct 23, 2019 | Q-LearningReinforcement Learning | —Unverified | 0 |
| Tensor-based Cooperative Control for Large Scale Multi-intersection Traffic Signal Using Deep Reinforcement Learning and Imitation Learning | Sep 30, 2019 | Deep Reinforcement LearningImitation Learning | —Unverified | 0 |
| An Open-Source Framework for Adaptive Traffic Signal Control | Sep 1, 2019 | Open-Ended Question AnsweringReinforcement Learning | CodeCode Available | 0 |
| Large-Scale Traffic Signal Control Using a Novel Multi-Agent Reinforcement Learning | Aug 10, 2019 | Multi-agent Reinforcement LearningQ-Learning | —Unverified | 0 |
| Large-scale traffic signal control using machine learning: some traffic flow considerations | Aug 7, 2019 | BIG-bench Machine LearningDeep Reinforcement Learning | —Unverified | 0 |
| Connected Vehicle Supported Adaptive Traffic Control for Near-congested Condition in a Mixed Traffic Stream | Jul 14, 2019 | Traffic Signal Control | —Unverified | 0 |
| Traffic signal control optimization under severe incident conditions using Genetic Algorithm | Jun 11, 2019 | Traffic Signal Control | —Unverified | 0 |
| CityFlow: A Multi-Agent Reinforcement Learning Environment for Large Scale City Traffic Scenario | May 13, 2019 | Multi-agent Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Diagnosing Reinforcement Learning for Traffic Signal Control | May 12, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Learning Phase Competition for Traffic Signal Control | May 12, 2019 | Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 0 |
| CoLight: Learning Network-level Cooperation for Traffic Signal Control | May 11, 2019 | Multi-agent Reinforcement LearningReinforcement Learning | CodeCode Available | 1 |
| Reinforcement Learning in Non-Stationary Environments | May 10, 2019 | energy managementManagement | —Unverified | 0 |
| A Survey on Traffic Signal Control Methods | Apr 17, 2019 | reinforcement-learningReinforcement Learning | —Unverified | 0 |
| Towards Robust Deep Reinforcement Learning for Traffic Signal Control: Demand Surges, Incidents and Sensor Failures | Apr 17, 2019 | Deep Reinforcement LearningReinforcement Learning | CodeCode Available | 0 |
| Multi-Agent Deep Reinforcement Learning for Large-scale Traffic Signal Control | Mar 11, 2019 | Deep Reinforcement LearningQ-Learning | CodeCode Available | 0 |
| A Genetic Programming System with an Epigenetic Mechanism for Traffic Signal Control | Mar 9, 2019 | Evolutionary AlgorithmsTraffic Signal Control | —Unverified | 0 |
| Coping with Large Traffic Volumes in Schedule-Driven Traffic Signal Control | Mar 6, 2019 | ManagementScheduling | —Unverified | 0 |
| TuSeRACT: Turn-Sample-Based Real-Time Traffic Signal Control | Dec 13, 2018 | SchedulingTraffic Signal Control | —Unverified | 0 |
| Traffic Density Estimation using a Convolutional Neural Network | Sep 5, 2018 | BIG-bench Machine LearningDensity Estimation | —Unverified | 0 |
| Using Reinforcement Learning with Partial Vehicle Detection for Intelligent Traffic Signal Control | Jul 4, 2018 | reinforcement-learningReinforcement Learning | —Unverified | 0 |
| Using a Deep Reinforcement Learning Agent for Traffic Signal Control | Nov 3, 2016 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Cumulative Prospect Theory Meets Reinforcement Learning: Prediction and Control | Jun 8, 2015 | Predictionreinforcement-learning | —Unverified | 0 |
| Real-Time Traffic Signal Control for Modern Roundabouts by Using Particle Swarm Optimization-Based Fuzzy Controller | Aug 4, 2014 | Traffic Signal Control | —Unverified | 0 |
| Variance-Constrained Actor-Critic Algorithms for Discounted and Average Reward MDPs | Mar 25, 2014 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Actor-Critic Algorithms for Risk-Sensitive MDPs | Dec 1, 2013 | Decision MakingSequential Decision Making | —Unverified | 0 |
