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University of Warwick, Fujitsu Research of Europe
- London, UK
- https://warwick.ac.uk/fac/sci/mathsys/people/students/2015intake/cabrejas-egea/
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Vissim_RL_Traffic_Lights_Control
Vissim_RL_Traffic_Lights_Control PublicVISSIM Reinforcement Learning for Urban Traffic Control. DQN, DDQN, D3QN with Target Networks, A2C, PER.
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IEEE_SMC2020_RL_UrbanTraffic_Multimodal
IEEE_SMC2020_RL_UrbanTraffic_Multimodal PublicPre-print version of "Assessment of Reward Functions in Reinforcement Learning for Multi-Modal Urban Traffic Control under Real-World limitations"
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IEEE_ITSC2020_WARP
IEEE_ITSC2020_WARP PublicPresented in IEEE ITSC2020 (Sep'20) Pre-print version and code. WARP: Wavelet Augmented Regression Profiling
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IEEE-Profiles
IEEE-Profiles PublicPublished in IEEE ITSC2018. Paper on generation of Traffic Profiles with Spectral Analysis and Non-Parametric Regression.
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IEEE_SMC2020_Reward_Functions_RL_UTC
IEEE_SMC2020_Reward_Functions_RL_UTC PublicPresented 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…
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