Yashaswini Murthy

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 13

Top Topics

Markov Decision Process

Policy Gradient

Reinforcement Learning

Top Venues

Publications

Navdeep Kumar, Yashaswini Murthy, Itai Shufaro, Kfir Y. Levy, R. Srikant, Shie Mannor
On the Global Convergence of Policy Gradient in Average Reward Markov Decision Processes. CoRR (2024)
Yashaswini Murthy, Isaac Grosof, Siva Theja Maguluri, R. Srikant
Performance of NPG in Countable State-Space Average-Cost RL. CoRR (2024)
Yashaswini Murthy, Mehrdad Moharrami, R. Srikant
Performance Bounds for Policy-Based Average Reward Reinforcement Learning Algorithms. CoRR (2023)
Yashaswini Murthy, Mehrdad Moharrami, R. Srikant
Modified Policy Iteration for Exponential Cost Risk Sensitive MDPs. L4DC (2023)
Yashaswini Murthy, R. Srikant
On the Convergence of Natural Policy Gradient and Mirror Descent-Like Policy Methods for Average-Reward MDPs. CDC (2023)
Yashaswini Murthy, Mehrdad Moharrami, R. Srikant
Performance Bounds for Policy-Based Average Reward Reinforcement Learning Algorithms. NeurIPS (2023)
Yashaswini Murthy, Mehrdad Moharrami, R. Srikant
Modified Policy Iteration for Exponential Cost Risk Sensitive MDPs. CoRR (2023)
Ioannis C. Konstantakopoulos, Kristy A. Hamilton, Yashaswini Murthy, Tanya Veeravalli, Costas J. Spanos, Roy Dong
smartSDH: An Experimental Study of Mechanism-Based Building Control. IEEE Syst. J. 16 (4) (2022)
Mehrdad Moharrami, Yashaswini Murthy, Arghyadip Roy, Rayadurgam Srikant
A Policy Gradient Algorithm for the Risk-Sensitive Exponential Cost MDP. CoRR (2022)
Taha Ameen ur Rahman, Alton S. Barbehenn, Xinan Chen, Hassan Dbouk, James A. Douglas, Yuncong Geng, Ian George, John B. Harvill, Sung Woo Jeon, Kartik K. Kansal, Kiwook Lee, Kelly A. Levick, Bochao Li, Ziyue Li, Yashaswini Murthy, Adarsh Muthuveeru-Subramaniam, S. Yagiz Olmez, Matthew J. Tomei, Tanya Veeravalli, Xuechao Wang, Eric A. Wayman, Fan Wu, Peng Xu, Shen Yan, Heling Zhang, Yibo Zhang, Yifan Zhang, Yibo Zhao, Sourya Basu, Lav R. Varshney
The Twelvefold Way of Non-Sequential Lossless Compression. DCC (2021)
Taha Ameen ur Rahman, Alton S. Barbehenn, Xinan Chen, Hassan Dbouk, James A. Douglas, Yuncong Geng, Ian George, John B. Harvill, Sung Woo Jeon, Kartik K. Kansal, Kiwook Lee, Kelly A. Levick, Bochao Li, Ziyue Li, Yashaswini Murthy, Adarsh Muthuveeru-Subramaniam, S. Yagiz Olmez, Matthew J. Tomei, Tanya Veeravalli, Xuechao Wang, Eric A. Wayman, Fan Wu, Peng Xu, Shen Yan, Heling Zhang, Yibo Zhang, Yifan Zhang, Yibo Zhao, Sourya Basu, Lav R. Varshney
The Twelvefold Way of Non-Sequential Lossless Compression. CoRR (2020)
Yashaswini Murthy
Nonlinear Dynamics of Binocular Rivalry: A Comparative Study. CoRR (2018)
Yashaswini Murthy, Ravi N. Banavar
A Lagrangian Model to Predict Microscallop Motion in non Newtonian Fluids. CoRR (2018)