Nathan Dahlin

According to our database, Nathan Dahlin authored at least 16 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Markov Balance Satisfaction Improves Performance in Strictly Batch Offline Imitation Learning.

Rishabh Agrawal, Nathan Dahlin, Rahul Jain, Ashutosh Nayyar

CoRR, 2024

2023

Conditional Kernel Imitation Learning for Continuous State Environments.

Rishabh Agrawal, Nathan Dahlin, Rahul Jain, Ashutosh Nayyar

CoRR, 2023

Sparse Learning of Dynamical Systems in RKHS: An Operator-Theoretic Approach.

Boya Hou, Sina Sanjari, Nathan Dahlin, Subhonmesh Bose, Umesh Vaidya

Proceedings of the International Conference on Machine Learning, 2023

Exact and Cost-Effective Automated Transformation of Neural Network Controllers to Decision Tree Controllers.

Kevin Chang, Nathan Dahlin, Rahul Jain, Pierluigi Nuzzo

Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

Controlling a Markov Decision Process with an Abrupt Change in the Transition Kernel.

Nathan Dahlin, Subhonmesh Bose, Venugopal V. Veeravalli

Proceedings of the American Control Conference, 2023

Compressed Decentralized Learning of Conditional Mean Embedding Operators in Reproducing Kernel Hilbert Spaces.

Boya Hou, Sina Sanjari, Nathan Dahlin, Subhonmesh Bose

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Two-Stage Electricity Markets With Renewable Energy Integration: Market Mechanisms and Equilibrium Analysis.

Nathan Dahlin, Rahul Jain

IEEE Trans. Control. Netw. Syst., 2022

Scheduling Flexible Nonpreemptive Loads in Smart-Grid Networks.

Nathan Dahlin, Rahul Jain

IEEE Trans. Control. Netw. Syst., 2022

Conditional Value at Risk-Sensitive Solar Hosting Capacity Analysis in Distribution Networks.

Avinash N. Madavan, Nathan Dahlin, Subhonmesh Bose, Lang Tong

CoRR, 2022

Practical Control Design for the Deep Learning Age: Distillation of Deep RL-Based Controllers.

Nathan Dahlin, Kevin Chang, Krishna Chaitanya Kalagarla, Rahul Jain, Pierluigi Nuzzo

Proceedings of the 58th Annual Allerton Conference on Communication, 2022

2020

Designing Interpretable Approximations to Deep Reinforcement Learning with Soft Decision Trees.

Nathan Dahlin, Krishna Chaitanya Kalagarla, Nikhil Naik, Rahul Jain, Pierluigi Nuzzo

CoRR, 2020

Scheduling of Flexible Non-Preemptive Loads.

Nathan Dahlin, Rahul Jain

Proceedings of the 59th IEEE Conference on Decision and Control, 2020

A Risk Aware Two-Stage Market Mechanism for Electricity with Renewable Generation.

Nathan Dahlin, Rahul Jain

Proceedings of the 2020 American Control Conference, 2020

2019

A Two-Stage Market Mechanism for Electricity with Renewable Generation.

Nathan Dahlin, Rahul Jain

Proceedings of the 58th IEEE Conference on Decision and Control, 2019

A Two Stage Stochastic Mechanism for Selling Random Power.

Nathan Dahlin, Rahul Jain

Proceedings of the 2019 American Control Conference, 2019

2018

A Two Stage Mechanism For Selling Random Power.

Nathan Dahlin, Rahul Jain

CoRR, 2018