Ali Eshragh

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 13

Top Topics

Reinforcement Learning

Partially Observable

Dynamic Programming

Top Venues

Ann. Oper. Res.

Oper. Res. Lett.

J. Appl. Probab.

Publications

Ali Eshragh, Matthew P. Skerritt, Bruno Salvy, Thomas McCallum
Optimal Experimental Design for Partially Observable Pure Birth Processes. CoRR (2024)
Ali Eshragh, Luke Yerbury, Asef Nazari, Fred Roosta, Michael W. Mahoney
SALSA: Sequential Approximate Leverage-Score Algorithm with Application in Analyzing Big Time Series Data. CoRR (2024)
George Dunn, Hadi Charkhgard, Ali Eshragh, Sasan Mahmoudinazlou, Elizabeth Stojanovski
Deep Reinforcement Learning for Picker Routing Problem in Warehousing. CoRR (2024)
Ali Eshragh, Fred Roosta, Asef Nazari, Michael W. Mahoney
LSAR: Efficient Leverage Score Sampling Algorithm for the Analysis of Big Time Series Data. J. Mach. Learn. Res. 23 (2022)
Saed Alizami, Kasun Bandara, Ali Eshragh, Foaad Iravani
A Hybrid Statistical-Machine Learning Approach for Analysing Online Customer Behavior: An Empirical Study. CoRR (2022)
Ali Eshragh, Oliver Di Pietro, Michael A. Saunders
Toeplitz Least Squares Problems, Fast Algorithms and Big Data. CoRR (2021)
Vektor Dewanto, George Dunn, Ali Eshragh, Marcus Gallagher, Fred Roosta
Average-reward model-free reinforcement learning: a systematic review and literature mapping. CoRR (2020)
Ali Eshragh, Jerzy A. Filar, Thomas Kalinowski, Sogol Mohammadian
Hamiltonian Cycles and Subsets of Discounted Occupational Measures. Math. Oper. Res. 45 (2) (2020)
Ali Eshragh, Rasul Esmaeilbeigi, Richard H. Middleton
An analytical bound on the fleet size in vehicle routing problems: A dynamic programming approach. Oper. Res. Lett. 48 (3) (2020)
Alvaro Sierra-Altamiranda, Hadi Charkhgard, Iman Dayarian, Ali Eshragh, Sorna Javadi
Learning to Project in Multi-Objective Binary Linear Programming. CoRR (2019)
Ali Eshragh, Rasul Esmaeilbeigi, Richard H. Middleton
An analytical bound on the fleet size in vehicle routing problems: a dynamic programming approach. CoRR (2019)
Behnam Fahimnia, Hoda Davarzani, Ali Eshragh
Planning of complex supply chains: A performance comparison of three meta-heuristic algorithms. Comput. Oper. Res. 89 (2018)
Konstantin Avrachenkov, Ali Eshragh, Jerzy A. Filar
On transition matrices of Markov chains corresponding to Hamiltonian cycles. Ann. Oper. Res. 243 (1-2) (2016)
Nigel G. Bean, Robert Elliott, Ali Eshragh, Joshua V. Ross
On Binomial Observations of Continuous-Time Markovian Population Models. J. Appl. Probab. 52 (2) (2015)
Konstantin Avrachenkov, Ali Eshragh, Jerzy A. Filar
Hamiltonian transition matrices. VALUETOOLS (2011)
Ali Eshragh, Jerzy A. Filar
Hamiltonian Cycles, Random Walks, and Discounted Occupational Measures. Math. Oper. Res. 36 (2) (2011)
Ali Eshragh, Jerzy A. Filar, Michael Haythorpe
A hybrid simulation-optimization algorithm for the Hamiltonian cycle problem. Ann. Oper. Res. 189 (1) (2011)