Data Scientist.
Reinforcement Learning and Control, Time Series, Incident Detection.
Currently with @alan-turing-institute, previously with @vivacitylabs.
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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, A2C, PER.
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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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DeviationsFromProfile
DeviationsFromProfile PublicDeviations from Profiles in UK Motorways - Thales, Highways UK and University of Warwick
Python 1
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NoisyOptimisationWithStochasticAnnealing
NoisyOptimisationWithStochasticAnnealing PublicOptimisation of computationally intensive noisy simulations with Optimal Stochastic Annealing
Python 1
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CooperationInSocialNetworks
CooperationInSocialNetworks PublicAchieving Global Cooperation in Social Networks Through Peer Punishment
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NTIS_Profiles
NTIS_Profiles PublicTravel Time Profile Estimations using seasonality extraction via non-parametric regression models applied to UK NTIS Motorway data
R 1
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