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  1. Vissim_RL_Traffic_Lights_Control Vissim_RL_Traffic_Lights_Control Public

    VISSIM Reinforcement Learning for Urban Traffic Control. DQN, DDQN, D3QN with Target Networks, A2C, PER.

    Jupyter Notebook 46 9

  2. alan-turing-institute/data-safe-haven alan-turing-institute/data-safe-haven Public

    Python 67 17

  3. IEEE_SMC2020_RL_UrbanTraffic_Multimodal IEEE_SMC2020_RL_UrbanTraffic_Multimodal Public

    Pre-print version of "Assessment of Reward Functions in Reinforcement Learning for Multi-Modal Urban Traffic Control under Real-World limitations"

    TeX 3 1

  4. IEEE_ITSC2020_WARP IEEE_ITSC2020_WARP Public

    Presented in IEEE ITSC2020 (Sep'20) Pre-print version and code. WARP: Wavelet Augmented Regression Profiling

    TeX 2 1

  5. IEEE-Profiles IEEE-Profiles Public

    Published in IEEE ITSC2018. Paper on generation of Traffic Profiles with Spectral Analysis and Non-Parametric Regression.

    TeX 1

  6. IEEE_SMC2020_Reward_Functions_RL_UTC IEEE_SMC2020_Reward_Functions_RL_UTC Public

    Presented in IEEE 23rd International Conference in Systems, Man, and Cybernetics. Pre-print version of "Assessment of Reward Functions for Reinforcement Learning Vehicular Traffic Signal Control Un…

    TeX 1 1