Prabuchandran K. J.

According to our database, Prabuchandran K. J. authored at least 28 papers between 2013 and 2024.

Collaborative distances:

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

2024

Energy Management in a Cooperative Energy Harvesting Wireless Sensor Network.

Arghyadeep Barat, Prabuchandran K. J., Shalabh Bhatnagar

IEEE Commun. Lett., January, 2024

Practical First-Order Bayesian Optimization Algorithms.

Utkarsh Prakash, Aryan Chollera, Kushagra Khatwani, Prabuchandran K. J., Tejas Bodas

Proceedings of the 7th Joint International Conference on Data Science & Management of Data (11th ACM IKDD CODS and 29th COMAD), 2024

2023

Autonomous UAV Navigation in Complex Environments using Human Feedback.

Sambhu H. Karumanchi, Raghuram Bharadwaj Diddigi, Prabuchandran K. J., Shalabh Bhatnagar

Proceedings of the 32nd IEEE International Conference on Robot and Human Interactive Communication, 2023

Bayesian Optimization for Function Compositions with Applications to Dynamic Pricing.

Kunal Jain, Prabuchandran K. J., Tejas Bodas

Proceedings of the Learning and Intelligent Optimization - 17th International Conference, 2023

Efficient Off-Policy Algorithms for Structured Markov Decision Processes.

Sourav Ganguly, Raghuram Bharadwaj Diddigi, Prabuchandran K. J.

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

2022

Dominant strategy truthful, deterministic multi-armed bandit mechanisms with logarithmic regret for sponsored search auctions.

Divya Padmanabhan, Satyanath Bhat, Prabuchandran K. J., Shirish K. Shevade, Y. Narahari

Appl. Intell., 2022

Change point detection for compositional multivariate data.

Prabuchandran K. J., Nitin Singh, Pankaj Dayama, Ashutosh Agarwal, Vinayaka Pandit

Appl. Intell., 2022

Data Efficient Safe Reinforcement Learning.

Sindhu Padakandla, Prabuchandran K. J., Sourav Ganguly, Shalabh Bhatnagar

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

Neural Network Compatible Off-Policy Natural Actor-Critic Algorithm.

Raghuram Bharadwaj Diddigi, Prateek Jain, Prabuchandran K. J., Shalabh Bhatnagar

Proceedings of the International Joint Conference on Neural Networks, 2022

2021

Novel First Order Bayesian Optimization with an Application to Reinforcement Learning.

Prabuchandran K. J., Santosh Penubothula, Chandramouli Kamanchi, Shalabh Bhatnagar

Appl. Intell., 2021

2020

Reinforcement learning algorithm for non-stationary environments.

Sindhu Padakandla, Prabuchandran K. J., Shalabh Bhatnagar

Appl. Intell., 2020

2019

An Online Sample-Based Method for Mode Estimation Using ODE Analysis of Stochastic Approximation Algorithms.

Chandramouli Kamanchi, Raghuram Bharadwaj Diddigi, Prabuchandran K. J., Shalabh Bhatnagar

IEEE Control. Syst. Lett., 2019

Reinforcement Learning in Non-Stationary Environments.

Sindhu Padakandla, Prabuchandran K. J., Shalabh Bhatnagar

CoRR, 2019

Actor-Critic Algorithms for Constrained Multi-agent Reinforcement Learning.

Raghuram Bharadwaj Diddigi, Sai Koti Reddy Danda, Prabuchandran K. J., Shalabh Bhatnagar

Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019

2018

Novel Sensor Scheduling Scheme for Intruder Tracking in Energy Efficient Sensor Networks.

Raghuram Bharadwaj Diddigi, Prabuchandran K. J., Shalabh Bhatnagar

IEEE Wirel. Commun. Lett., 2018

Generalized Deterministic Perturbations For Stochastic Gradient Search.

Chandramouli K, Prabuchandran K. J., Sai Koti Reddy Danda, Shalabh Bhatnagar

Proceedings of the 57th IEEE Conference on Decision and Control, 2018

2017

A Dominant Strategy Truthful, Deterministic Multi-Armed Bandit Mechanism with Logarithmic Regret.

Divya Padmanabhan, Satyanath Bhat, Prabuchandran K. J., Shirish K. Shevade, Y. Narahari

Proceedings of the 16th Conference on Autonomous Agents and MultiAgent Systems, 2017

2016

Actor-Critic Algorithms with Online Feature Adaptation.

Prabuchandran K. J., Shalabh Bhatnagar, Vivek S. Borkar

ACM Trans. Model. Comput. Simul., 2016

Information Diffusion in Social Networks in Two Phases.

Swapnil Dhamal, Prabuchandran K. J., Y. Narahari

IEEE Trans. Netw. Sci. Eng., 2016

Reinforcement Learning algorithms for regret minimization in structured Markov Decision Processes.

Prabuchandran K. J., Tejas Bodas, Theja Tulabandhula

CoRR, 2016

Reinforcement Learning Algorithms for Regret Minimization in Structured Markov Decision Processes: (Extended Abstract).

Prabuchandran K. J., Tejas Bodas, Theja Tulabandhula

Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems, 2016

2015

Energy Sharing for Multiple Sensor Nodes With Finite Buffers.

Sindhu Padakandla, Prabuchandran K. J., Shalabh Bhatnagar

IEEE Trans. Commun., 2015

Decentralized learning for traffic signal control.

Prabuchandran K. J., Hemanth Kumar A. N, Shalabh Bhatnagar

Proceedings of the 7th International Conference on Communication Systems and Networks, 2015

A Multi-phase Approach for Improving Information Diffusion in Social Networks.

Swapnil Dhamal, Prabuchandran K. J., Yadati Narahari

Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, 2015

2014

Multi-agent reinforcement learning for traffic signal control.

Prabuchandran K. J., Hemanth Kumar A. N, Shalabh Bhatnagar

Proceedings of the 17th International IEEE Conference on Intelligent Transportation Systems, 2014

An actor critic algorithm based on Grassmanian search.

Prabuchandran K. J., Shalabh Bhatnagar, Vivek S. Borkar

Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

2013

Q-Learning Based Energy Management Policies for a Single Sensor Node with Finite Buffer.

Prabuchandran K. J., Sunil Kumar Meena, Shalabh Bhatnagar

IEEE Wirel. Commun. Lett., 2013

Feature Search in the Grassmanian in Online Reinforcement Learning.

Shalabh Bhatnagar, Vivek S. Borkar, Prabuchandran K. J.

IEEE J. Sel. Top. Signal Process., 2013