Amber Portfolio

Amber Srivastava

Publications

See my Google Scholar profile for all the publications. Some of the select few are listed below.

Journal

Ran Chen, Amber Srivastava, Mingzhou Yin, Roy S. Smith Closed-loop identification of stabilized models using dual input–output parameterization., European Journal of Control, 2024.
A. Srivastava, S.M. Salapaka Dynamic Parameters in Sequential Decision Making., Automatica, Journal of IFAC, 2022.
A. Srivastava, R.K. Velicheti, S.M. Salapaka On the choice of Number of Superstates in the Aggregation of Markov Chains., Pattern Recognition Letters, 2022.
A. Srivastava, S.M. Salapaka. Parameterized MDPs and Reinforcement Learning Problems – A Maximum Entropy Principle-Based Framework, IEEE Transactions in Cybernetics, 2021.
A. Srivastava, S.M. Salapaka. Simultaneous Facility Location and Path Optimization in Static and Dynamic Networks, IEEE Transactions on Control of Network Systems, 2020.

Preprints on arXiv

A. Srivastava, S.M. Salapaka Time-Varying Parameterized Sequential Decision Making Problems., arXiv:2201.10273, 2022. Under review in Automatica, IFAC
R.K. Velicheti, A. Srivastava, S.M. Salapaka Design of Experiments with Imputable Feature Data: An Entropy-Based Approach, arXiv:2103.15628, 2021.
A. Srivastava, S.M. Salapaka Inequality Constraints in Facility Location and Other Similar Optimization Problems: An Entropy-Based Approach, arXiv:2002.03505, 2020.

Conference Proceedings

A. Srivastava, S.M. Salapaka On the Persistence of Clustering Solutions and True Number of Clusters in a Dataset. , AAAI Conference on Artificial Intelligence, 2019.
M. Baranwal, A. Srivastava, S.M. Salapaka Multiway k-Cut in Static and Dynamic Graphs: A Maximum Entropy Principle Approach. , IEEE Conference on Decision and Control, 2019.
A. Srivastava, S.M. Salapaka Simultaneous Resource Allocation and Route Optimization in Dynamic Multi-Agent Networks., IEEE Indian Control Conference, 2019.
A. Srivastava, S.M. Salapaka Robustness Anal- ysis for Simultaneous Resource Allocation and Route Optimization Problems., ASME Dynamic Systems and Control COnference, 2017.
A. Srivastava, S.M. Salapaka Combined resource allocation and route optimization in multiagent networks: A scalable approach., IEEE American Control Conference (ACC), 2017.