Preprints/In Preparation
Conditional Kernel Imitation Learning for Continuous State Environments with Rishabh Agrawal, Rahul Jain, and Ashutosh Nayyar.
Journals
Conditional Value at Risk-Sensitive Solar Hosting Capacity Analysis in Distribution Networks with Avinash N. Madavan, Subhonmesh Bose, and Lang Tong, IEEE Transactions on Power Systems (Early Access) 2023.
Two-Stage Electricity Markets with Renewable Energy Integration: Market Mechanisms and Equilibrium Analysis with Rahul Jain, IEEE Transactions on Control of Network Systems 2022-06.
Scheduling Flexible Non-Preemptive Loads in Smart-Grid Networks with Rahul Jain, IEEE Transactions on Control of Network Systems 2022-03.
Conferences
Exact and Cost-Effective Automated Transformation of Neural Network Controllers to Decision Tree Controllers with Kevin Chang, Rahul Jain, and Pierluigi Nuzzo, accepted to the 62nd IEEE Conference on Decision and Control (CDC 2023).
Sparse Learning of Dynamical Systems in RKHS: An Operator-Theoretic Approach with Boya Hou, Sina Sanjari, Subhonmesh Bose and Umesh Vaidya, accepted to the Fortieth International Conference on Machine Learning (ICML 2023).
Controlling a Markov Decision Process with an Abrupt Change in the Transition Kernel with Subhonmesh Bose and Venugopal V. Veeravalli, accepted to the American Control Conference (ACC 2023).
Compressed Decentralized Learning of Conditional Mean Embedding Operators in Reproducing Kernel Hilbert Spaces with Boya Hou, Sina Sanjari, and Subhonmesh Bose, 37th AAAI Conference on Artificial Intelligence (AAAI 2023).
Practical Control Design for the Deep Learning Age: Distillation of Deep RL-Based Controllers with Kevin Chang, Krishna Chaitanya Kalagarla, Rahul Jain, and Pierluigi Nuzzo, at the 58th Annual Allerton Conference on Communication, Control, and Computing (Allerton 2022).
Scheduling of Flexible Non-Preemptive Loads with Rahul Jain, at the 59th IEEE Conference on Decision and Control (CDC 2020).
A Risk Aware Two-Stage Market Mechanism for Electricity with Renewable Generation with Rahul Jain, at the American Control Conference (ACC 2020).
A Two-Stage Market Mechanism for Electricity with Renewable Generation with Rahul Jain, at the IEEE 58th Conference on Decision and Control (CDC 2019).
A Two Stage Stochastic Mechanism for Selling Random Power with Rahul Jain, at the American Control Conference (ACC 2019).
Workshops
Designing Interpretable Approximations to Deep Reinforcement Learning with Krishna Chaitanya Kalagarla, Nikhil Naik, Rahul Jain, Pierluigi Nuzzo, at the Reinforcement Learning for Real Life Workshop @ ICML 2021.