Mridul Agarwal

44 papers A* 5A 6B 3Misc 2Journal 25Unranked 3

Year	Rank	Type	Title / Venue / Authors
2023	A*	`conf`	On the Global Convergence of Fitted Q-Iteration with Two-layer Neural Network Parametrization. ICML Mudit Gaur, Vaneet Aggarwal, Mridul Agarwal
2023	—	`conf`	Poze with Vogue. ICCCNT Subhash Chand Agrawal, Rajesh Kumar Tripathi, Jai Kishan, Mridul Agarwal
2023	J	`jnl`	Reinforcement Learning for Joint Optimization of Multiple Rewards. J. Mach. Learn. Res. Mridul Agarwal, Vaneet Aggarwal
2022	A*	`conf`	Achieving Zero Constraint Violation for Constrained Reinforcement Learning via Primal-Dual Approach. AAAI Qinbo Bai, Amrit Singh Bedi, Mridul Agarwal, Alec Koppel, Vaneet Aggarwal
2022	A	`conf`	An explore-then-commit algorithm for submodular maximization under full-bandit feedback. UAI Guanyu Nie, Mridul Agarwal, Abhishek Kumar Umrawal, Vaneet Aggarwal, Christopher John Quinn
2022	J	`jnl`	Concave Utility Reinforcement Learning with Zero-Constraint Violations. Trans. Mach. Learn. Res. Mridul Agarwal, Qinbo Bai, Vaneet Aggarwal
2022	J	`jnl`	Joint Optimization of Concave Scalarized Multi-Objective Reinforcement Learning with Policy Gradient Based Algorithm. J. Artif. Intell. Res. Qinbo Bai, Mridul Agarwal, Vaneet Aggarwal
2022	J	`jnl`	Learning-Based Online QoE Optimization in Multi-Agent Video Streaming. Algorithms Yimeng Wang, Mridul Agarwal, Tian Lan, Vaneet Aggarwal
2022	J	`jnl`	Multi-Agent Multi-Armed Bandits with Limited Communication. J. Mach. Learn. Res. Mridul Agarwal, Vaneet Aggarwal, Kamyar Azizzadenesheli
2022	A	`conf`	Multi-Objective Reinforcement Learning with Non-Linear Scalarization. AAMAS Mridul Agarwal, Vaneet Aggarwal, Tian Lan
2022	J	`jnl`	On the Approximation of Cooperative Heterogeneous Multi-Agent Reinforcement Learning (MARL) using Mean Field Control (MFC). J. Mach. Learn. Res. Washim Uddin Mondal, Mridul Agarwal, Vaneet Aggarwal, Satish V. Ukkusuri
2022	J	`jnl`	On the Global Convergence of Fitted Q-Iteration with Two-layer Neural Network Parametrization. CoRR Mudit Gaur, Vaneet Aggarwal, Mridul Agarwal
2022	A	`conf`	Regret guarantees for model-based reinforcement learning with long-term average constraints. UAI Mridul Agarwal, Qinbo Bai, Vaneet Aggarwal
2022	J	`jnl`	Reinforcement Learning for Mean-Field Game. Algorithms Mridul Agarwal, Vaneet Aggarwal, Arnob Ghosh, Nilay Tiwari
2021	J	`jnl`	Achieving Zero Constraint Violation for Constrained Reinforcement Learning via Primal-Dual Approach. CoRR Qinbo Bai, Amrit Singh Bedi, Mridul Agarwal, Alec Koppel, Vaneet Aggarwal
2021	A*	`conf`	Blind Decision Making: Reinforcement Learning with Delayed Observations. ICAPS Mridul Agarwal, Vaneet Aggarwal
2021	J	`jnl`	Blind decision making: Reinforcement learning with delayed observations. Pattern Recognit. Lett. Mridul Agarwal, Vaneet Aggarwal
2021	J	`jnl`	Communication Efficient Parallel Reinforcement Learning. CoRR Mridul Agarwal, Bhargav Ganguly, Vaneet Aggarwal
2021	A	`conf`	Communication efficient parallel reinforcement learning. UAI Mridul Agarwal, Bhargav Ganguly, Vaneet Aggarwal
2021	J	`jnl`	Concave Utility Reinforcement Learning with Zero-Constraint Violations. CoRR Mridul Agarwal, Qinbo Bai, Vaneet Aggarwal
2021	A*	`conf`	DART: Adaptive Accept Reject Algorithm for Non-Linear Combinatorial Bandits. AAAI Mridul Agarwal, Vaneet Aggarwal, Abhishek Kumar Umrawal, Christopher J. Quinn
2021	A*	`conf`	DESERTS: DElay-tolerant SEmi-autonomous Robot Teleoperation for Surgery. ICRA Glebys T. Gonzalez, Mridul Agarwal, Mythra V. Balakuntala, Md. Masudur Rahman, Upinder Kaur, Richard M. Voyles, Vaneet Aggarwal, Yexiang Xue, Juan P. Wachs
2021	B	`conf`	Dexterous Skill Transfer between Surgical Procedures for Teleoperated Robotic Surgery. RO-MAN Mridul Agarwal, Glebys T. Gonzalez, Mythra V. Balakuntala, Md. Masudur Rahman, Vaneet Aggarwal, Richard M. Voyles, Yexiang Xue, Juan P. Wachs
2021	J	`jnl`	Joint Optimization of Multi-Objective Reinforcement Learning with Policy Gradient Based Algorithm. CoRR Qinbo Bai, Mridul Agarwal, Vaneet Aggarwal
2021	J	`jnl`	Markov Decision Processes with Long-Term Average Constraints. CoRR Mridul Agarwal, Qinbo Bai, Vaneet Aggarwal
2021	J	`jnl`	Multi-Agent Multi-Armed Bandits with Limited Communication. CoRR Mridul Agarwal, Vaneet Aggarwal, Kamyar Azizzadenesheli
2021	J	`jnl`	On the Approximation of Cooperative Heterogeneous Multi-Agent Reinforcement Learning (MARL) using Mean Field Control (MFC). CoRR Washim Uddin Mondal, Mridul Agarwal, Vaneet Aggarwal, Satish V. Ukkusuri
2021	J	`jnl`	SARTRES: a semi-autonomous robot teleoperation environment for surgery. Comput. methods Biomech. Biomed. Eng. Imaging Vis. Md. Masudur Rahman, Mythra V. Balakuntala, Glebys T. Gonzalez, Mridul Agarwal, Upinder Kaur, Vishnunandan L. N. Venkatesh, Natalia Sanchez-Tamayo, Yexiang Xue, Richard M. Voyles, Vaneet Aggarwal, Juan P. Wachs
2021	J	`jnl`	Stochastic Top Trans. Data Sci. Mridul Agarwal, Vaneet Aggarwal, Abhishek K. Umrawal, Christopher J. Quinn
2021	B	`conf`	Stochastic Top-K Subset Bandits with Linear Space and Non-Linear Feedback. ALT Mridul Agarwal, Vaneet Aggarwal, Christopher J. Quinn, Abhishek K. Umrawal
2020	J	`jnl`	Blind Decision Making: Reinforcement Learning with Delayed Observations. CoRR Mridul Agarwal, Vaneet Aggarwal
2020	J	`jnl`	DART: aDaptive Accept RejecT for non-linear top-K subset identification. CoRR Mridul Agarwal, Vaneet Aggarwal, Christopher J. Quinn, Abhishek K. Umrawal
2020	Misc	`conf`	Escaping Saddle Points for Zeroth-order Non-convex Optimization using Estimated Gradient Descent. CISS Qinbo Bai, Mridul Agarwal, Vaneet Aggarwal
2019	J	`jnl`	A Reinforcement Learning Based Approach for Joint Multi-Agent Decision Making. CoRR Mridul Agarwal, Vaneet Aggarwal
2019	J	`jnl`	Encoders and Decoders for Quantum Expander Codes Using Machine Learning. CoRR Sathwik Chadaga, Mridul Agarwal, Vaneet Aggarwal
2019	J	`jnl`	Escaping Saddle Points for Zeroth-order Nonconvex Optimization using Estimated Gradient Descent. CoRR Qinbo Bai, Mridul Agarwal, Vaneet Aggarwal
2019	B	`conf`	Transferring Dexterous Surgical Skill Knowledge between Robots for Semi-autonomous Teleoperation. RO-MAN Md. Masudur Rahman, Natalia Sanchez-Tamayo, Glebys T. Gonzalez, Mridul Agarwal, Vaneet Aggarwal, Richard M. Voyles, Yexiang Xue, Juan P. Wachs
2018	J	`jnl`	Regret Bounds for Stochastic Combinatorial Multi-Armed Bandits with Linear Space Complexity. CoRR Mridul Agarwal, Vaneet Aggarwal
2012	—	`conf`	Grasping Region Identification in Novel Objects Using Microsoft Kinect. ICONIP (4) Akshara Rai, Prem Kumar Patchaikani, Mridul Agarwal, Rohit Gupta, Laxmidhar Behera
2008	A	`conf`	Optimized Circuit Failure Prediction for Aging: Practicality and Promise. ITC Mridul Agarwal, Varsha Balakrishnan, Anshuman Bhuyan, Kyunglok Kim, Bipul C. Paul, Wenping Wang, Bo Yang, Yu Cao, Subhasish Mitra
2007	Misc	`conf`	Circuit Failure Prediction and Its Application to Transistor Aging. VTS Mridul Agarwal, Bipul C. Paul, Ming Zhang, Subhasish Mitra
2007	A	`conf`	Circuit failure prediction to overcome scaled CMOS reliability challenges. ITC Subhasish Mitra, Mridul Agarwal
2006	J	`jnl`	Statistical interconnect metrics for physical-design optimization. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Kanak Agarwal, Mridul Agarwal, Dennis Sylvester, David T. Blaauw
2005	—	`conf`	Statistical modeling of cross-coupling effects in VLSI interconnects. ASP-DAC Mridul Agarwal, Kanak Agarwal, Dennis Sylvester, David T. Blaauw