A policy gradient algorithm for the risk-sensitive exponential cost MDP M Moharrami, Y Murthy, A Roy, R Srikant Mathematics of Operations Research, 2024 | 8 | 2024 |
Performance Bounds for Policy-Based Average Reward Reinforcement Learning Algorithms Y Murthy, M Moharrami, R Srikant Advances in Neural Information Processing Systems, 2023 | 3 | 2023 |
On the Global Convergence of Policy Gradient in Average Reward Markov Decision Processes N Kumar, Y Murthy, I Shufaro, KY Levy, R Srikant, S Mannor arXiv preprint arXiv:2403.06806, 2024 | 2 | 2024 |
On the Convergence of Natural Policy Gradient and Mirror Descent-Like Policy Methods for Average-Reward MDPs Y Murthy, R Srikant 62nd IEEE Conference on Decision and Control (CDC 2023), 2023 | 2 | 2023 |
smartSDH: An Experimental Study of Mechanism-Based Building Control I Konstantakopoulos, K Hamilton, Y Murthy, T Veeravalli, C Spanos, ... IEEE Systems Journal 16 (4), 6289-6299, 2022 | 2 | 2022 |
A Lagrangian Model to Predict Microscallop Motion in non Newtonian Fluids Y Murthy, R Banavar 2019 International Conference on Manipulation, Automation and Robotics at …, 2019 | 1 | 2019 |
Performance of NPG in Countable State-Space Average-Cost RL Y Murthy, I Grosof, ST Maguluri, R Srikant arXiv preprint arXiv:2405.20467, 2024 | | 2024 |
On the Convergence of Modified Policy Iteration in Risk Sensitive Exponential Cost Markov Decision Processes Y Murthy, M Moharrami, R Srikant arXiv e-prints, arXiv: 2302.03811, 2024 | | 2024 |
A Theoretical Model of Microscallop in Shear Thinning and Shear Thickening Fluids Y Murthy | | 2023 |
Modified Policy Iteration for Exponential Cost Risk Sensitive MDPs Y Murthy, M Moharrami, R Srikant Learning for Dynamics and Control Conference, 395-406, 2023 | | 2023 |
The Twelvefold Way of Non-Sequential Lossless Compression TA ur Rahman, AS Barbehenn, X Chen, H Dbouk, JA Douglas, Y Geng, ... 2021 Data Compression Conference (DCC), 336-336, 2021 | | 2021 |
The Twelvefold Way of Non-Sequential Lossless Compression AS Barbehenn, X Chen, H Dbouk, JA Douglas, Y Geng, I George, ... arXiv preprint arXiv:2011.04069, 2020 | | 2020 |
Microscallop Modelling, Motion Planning and Control Y Murthy https://yashaswinimurthy.web.illinois.edu/MastersThesis.pdf, 2019 | | 2019 |
Nonlinear Dynamics of Binocular Rivalry: A Comparative Study Y Murthy arXiv preprint arXiv:1811.10005, 2018 | | 2018 |