Mark Birkin

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 5

Top Topics

Temporal Sequences

Autonomous Systems

Partially Observable Markov Decision Processes

Top Venues

J. Nonlinear Sci.

Commun. Nonlinear Sci. Numer. Simul.

Publications

Man Luo, Bowen Du, Wenzhe Zhang, Tianyou Song, Kun Li, Hongming Zhu, Mark Birkin, Hongkai Wen
Fleet Rebalancing for Expanding Shared e-Mobility Systems: A Multi-Agent Deep Reinforcement Learning Approach. IEEE Trans. Intell. Transp. Syst. 24 (4) (2023)
Man Luo, Bowen Du, Wenzhe Zhang, Tianyou Song, Kun Li, Hongming Zhu, Mark Birkin, Hongkai Wen
Fleet Rebalancing for Expanding Shared e-Mobility Systems: A Multi-agent Deep Reinforcement Learning Approach. CoRR (2022)
Stephen D. Clark, Nik Lomax, Michelle A. Morris, Francesca Pontin, Mark Birkin
Clustering Accelerometer Activity Patterns from the UK Biobank Cohort. Sensors 21 (24) (2021)
Xiaokai Nie, Daniel Coca, Jingjing Luo, Mark Birkin
Solving the inverse Frobenius-Perron problem using stationary densities of dynamical systems with input perturbations. Commun. Nonlinear Sci. Numer. Simul. 90 (2020)
Xiaokai Nie, Jingjing Luo, Daniel Coca, Mark Birkin, Jing Chen
Identification of Stochastically Perturbed Autonomous Systems from Temporal Sequences of Probability Density Functions. J. Nonlinear Sci. 28 (4) (2018)
Chengchao Zuo, Mark Birkin, Nicolas Malleson
Spatial microsimulation modeling for residential energy demand of England in an uncertain future. Geo spatial Inf. Sci. 17 (3) (2014)