• Robotics:

--- Drones and Mobile robots, Robotic manipulator

--- Algorithms for Cooperation and Conflict among robots 

• Control & Optimization: 

--- Optimal Control Theory & Optimization Techniques 

--- Multi-agent Path Finding & Fleet Management in a Warehouses

• Game theory: 

--- Differential Games (Ex: Pursuit-Evasion and Target-Defense Games)

--- Integration of ML/RL Techniques in Game Theory

Journals:

• Yalla Ananda Kumar, Hemantharaj M, S. K. Singh, Battery Management Strategies for Lifelong Operation of Autonomous Warehouse Robots, IEEE Transactions on Automation Science and Engineering (Under Review).

• T G Gera, G. B. Worku, S. K. Singh, L. K. Dewangan, H.A. Mebrat, T. T. Zewdie, A Data-Driven Geographic Information System and Machine Learning Based Multi-Criteria Framework for Strategic Wind Power Plant Siting, Scientific Reports (Accepted).

• S. K. Singh and P. V. Reddy. Dynamic network analysis of a target defense differential game with limited observations, IEEE Transactions on Control of Network Systems, 2023, doi: 10.1109/TCNS.2022.3203358.

• S. K. Singh, P. V. Reddy and B. Vundurthy. Study of multiple target defense differential games using receding horizon based switching strategies, IEEE Transactions on Control Systems Technology, 2022, doi:10.1109/TCST.2021.3104857.

Conferences:

• Vijaysubramanian S., Yalla Ananda Kumar, S. K. Singh, A Differential Game Approach to Collision-Aware Multi-Agent Target Defense in 3D UAV Systems, Eleventh Indian Control Conference (ICC-11), December 18-20, 2025 at IISc Bengaluru, India,  pp. 216-221, doi: 10.1109/ICC69100.2025.11372321.

• S. K. Singh, Quanyan Zhu, Consistent Conjectural Approach to Adversarial Intent Tracking under Sensing Constraints in Multi-Target Defense Differential Games,  16th International Conference on Game Theory and AI for Security (GameSec-25), October 13-15, 2025 in Athens, Greece.

• T G Gera, G. B. Worku, S. K. Singh, L. K. Dewangan, T. Zewdie, Determining Optimal Location of Wind Farm Using Fuzzy Analytical Hierarchical Process: A Case Study in Ethiopia’s Amhara Region, 13th EAI International Conference on Advancements of Science and Technology, November 7-9, 2025 in Bahir Dar, Ethiopia.

• T G Gera, G. B. Worku, S. K. Singh, L. K. Dewangan, T. Zewdie, A Review on Rural Electrification Planning: Geospatial Modeling Frameworks and Machine Learning in Energy Information Systems, 13th EAI International Conference on Advancements of Science and Technology, November 7-9, 2025 in Bahir Dar, Ethiopia.

• Minyahil T.,  T. Zewdie, Tefera Y.,  L. K. Dewangan,  S. K. Singh, T. Zewdie, Y. M. Getinet, Hybrid Cuk-SEPIC Converter for Enhanced PV Module Optimization under Partial Shading, 13th EAI International Conference on Advancements of Science and Technology, November 7-9, 2025 in Bahir Dar, Ethiopia.

• Minyahil T.,  T. Zewdie, Tefera Y.,  L. K. Dewangan, S. K. Singh, T. Zewdie, Y. M. Getinet,  Design Optimization of Combined SEPTIC-Cuk Converter Using GA, MOPSO, MODE,  13th EAI International Conference on Advancements of Science and Technology, November 7-9, 2025 in Bahir Dar, Ethiopia.

• H. Soni, S. Tiwari, A. D. P and S. K. Singh, "Dynamic Assignment Strategies for Multi-Agent Target Defense Differential Games," 37th Chinese Control and Decision Conference (CCDC), Xiamen, China, 2025, pp. 1-7, doi: 10.1109/CCDC65474.2025.11090729.

• S. K. Singh, Hemantharaj M,  S. Bhattacharya, M. jha, Conflict-Free Node-To-Robot Scheduling for Lifelong Operation in a Warehouse with Narrow-Corridor Environment,  IEEE Conference on Decision and Control (CDC 2023), pp. 6382-6387, doi: 10.1109/CDC49753.2023.10384309. 

• S. K. Singh, P. V. Reddy and K. Sridharan. Analysing interactions between a trio of differential drive robots via a differential game formulation, IEEE American Control Conference (ACC 2019), pp. 4274-4279, doi: 10.23919/ACC.2019.8814828.