Prabuchandran K. J.

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 30

Top Topics

Markov Decision Process

Traffic Signal Control

Regret Minimization

Information Diffusion

Top Venues

Publications

Arghyadeep Barat, Prabuchandran K. J., Shalabh Bhatnagar
Energy Management in a Cooperative Energy Harvesting Wireless Sensor Network. IEEE Commun. Lett. 28 (1) (2024)
Utkarsh Prakash, Aryan Chollera, Kushagra Khatwani, Prabuchandran K. J., Tejas Bodas
Practical First-Order Bayesian Optimization Algorithms. COMAD/CODS (2024)
Utkarsh Prakash, Aryan Chollera, Kushagra Khatwani, Prabuchandran K. J., Tejas Bodas
Practical First-Order Bayesian Optimization Algorithms. CoRR (2023)
Arghyadeep Barat, Prabuchandran K. J., Shalabh Bhatnagar
Energy Management in a Cooperative Energy Harvesting Wireless Sensor Network. CoRR (2023)
Kunal Jain, Prabuchandran K. J., Tejas Bodas
Bayesian Optimization for Function Compositions with Applications to Dynamic Pricing. LION (2023)
Sourav Ganguly, Raghuram Bharadwaj Diddigi, Prabuchandran K. J.
Efficient Off-Policy Algorithms for Structured Markov Decision Processes. CDC (2023)
Kunal Jain, Prabuchandran K. J., Tejas Bodas
Bayesian Optimization for Function Compositions with Applications to Dynamic Pricing. CoRR (2023)
Sambhu H. Karumanchi, Raghuram Bharadwaj Diddigi, Prabuchandran K. J., Shalabh Bhatnagar
Autonomous UAV Navigation in Complex Environments using Human Feedback. RO-MAN (2023)
Prabuchandran K. J., Nitin Singh, Pankaj Dayama, Ashutosh Agarwal, Vinayaka Pandit
Change point detection for compositional multivariate data. Appl. Intell. 52 (2) (2022)
Divya Padmanabhan, Satyanath Bhat, Prabuchandran K. J., Shirish K. Shevade, Y. Narahari
Dominant strategy truthful, deterministic multi-armed bandit mechanisms with logarithmic regret for sponsored search auctions. Appl. Intell. 52 (3) (2022)
Raghuram Bharadwaj Diddigi, Prateek Jain, Prabuchandran K. J., Shalabh Bhatnagar
Neural Network Compatible Off-Policy Natural Actor-Critic Algorithm. IJCNN (2022)
Sindhu Padakandla, Prabuchandran K. J., Sourav Ganguly, Shalabh Bhatnagar
Data Efficient Safe Reinforcement Learning. SMC (2022)
Raghuram Bharadwaj Diddigi, Prateek Jain, Prabuchandran K. J., Shalabh Bhatnagar
Neural Network Compatible Off-Policy Natural Actor-Critic Algorithm. CoRR (2021)
Prabuchandran K. J., Santosh Penubothula, Chandramouli Kamanchi, Shalabh Bhatnagar
Novel First Order Bayesian Optimization with an Application to Reinforcement Learning. Appl. Intell. 51 (3) (2021)
Sindhu Padakandla, Prabuchandran K. J., Shalabh Bhatnagar
Reinforcement learning algorithm for non-stationary environments. Appl. Intell. 50 (11) (2020)
Raghuram Bharadwaj Diddigi, Sai Koti Reddy Danda, Prabuchandran K. J., Shalabh Bhatnagar
Actor-Critic Algorithms for Constrained Multi-agent Reinforcement Learning. AAMAS (2019)
Chandramouli K, Raghuram Bharadwaj Diddigi, Prabuchandran K. J., Shalabh Bhatnagar
An Online Sample Based Method for Mode Estimation using ODE Analysis of Stochastic Approximation Algorithms. CoRR (2019)
Sindhu Padakandla, Prabuchandran K. J., Shalabh Bhatnagar
Reinforcement Learning in Non-Stationary Environments. CoRR (2019)
Raghuram Bharadwaj Diddigi, Sai Koti Reddy Danda, Prabuchandran K. J., Shalabh Bhatnagar
Actor-Critic Algorithms for Constrained Multi-agent Reinforcement Learning. CoRR (2019)
Chandramouli Kamanchi, Raghuram Bharadwaj Diddigi, Prabuchandran K. J., Shalabh Bhatnagar
An Online Sample-Based Method for Mode Estimation Using ODE Analysis of Stochastic Approximation Algorithms. IEEE Control. Syst. Lett. 3 (3) (2019)
Chandramouli K, Prabuchandran K. J., Sai Koti Reddy Danda, Shalabh Bhatnagar
Generalized Deterministic Perturbations For Stochastic Gradient Search. CDC (2018)
Raghuram Bharadwaj Diddigi, Prabuchandran K. J., Shalabh Bhatnagar
Novel Sensor Scheduling Scheme for Intruder Tracking in Energy Efficient Sensor Networks. IEEE Wirel. Commun. Lett. 7 (5) (2018)
Divya Padmanabhan, Satyanath Bhat, Prabuchandran K. J., Shirish K. Shevade, Y. Narahari
A Dominant Strategy Truthful, Deterministic Multi-Armed Bandit Mechanism with Logarithmic Regret. CoRR (2017)
Swapnil Dhamal, Prabuchandran K. J., Y. Narahari
Information Diffusion in Social Networks in Two Phases. CoRR (2017)
Raghuram Bharadwaj Diddigi, Prabuchandran K. J., Shalabh Bhatnagar
Novel Sensor Scheduling Scheme for Intruder Tracking in Energy Efficient Sensor Networks. CoRR (2017)
Divya Padmanabhan, Satyanath Bhat, Prabuchandran K. J., Shirish K. Shevade, Y. Narahari
A Dominant Strategy Truthful, Deterministic Multi-Armed Bandit Mechanism with Logarithmic Regret. AAMAS (2017)
Swapnil Dhamal, Prabuchandran K. J., Y. Narahari
Information Diffusion in Social Networks in Two Phases. IEEE Trans. Netw. Sci. Eng. 3 (4) (2016)
Prabuchandran K. J., Shalabh Bhatnagar, Vivek S. Borkar
Actor-Critic Algorithms with Online Feature Adaptation. ACM Trans. Model. Comput. Simul. 26 (4) (2016)
Prabuchandran K. J., Tejas Bodas, Theja Tulabandhula
Reinforcement Learning algorithms for regret minimization in structured Markov Decision Processes. CoRR (2016)
Prabuchandran K. J., Tejas Bodas, Theja Tulabandhula
Reinforcement Learning Algorithms for Regret Minimization in Structured Markov Decision Processes: (Extended Abstract). AAMAS (2016)
Swapnil Dhamal, Prabuchandran K. J., Yadati Narahari
A Multi-phase Approach for Improving Information Diffusion in Social Networks. AAMAS (2015)
Prabuchandran K. J., Hemanth Kumar A. N, Shalabh Bhatnagar
Decentralized learning for traffic signal control. COMSNETS (2015)
Sindhu Padakandla, Prabuchandran K. J., Shalabh Bhatnagar
Energy Sharing for Multiple Sensor Nodes with Finite Buffers. CoRR (2015)
Swapnil Dhamal, Prabuchandran K. J., Y. Narahari
A Multi-phase Approach for Improving Information Diffusion in Social Networks. CoRR (2015)
Sindhu Padakandla, Prabuchandran K. J., Shalabh Bhatnagar
Energy Sharing for Multiple Sensor Nodes With Finite Buffers. IEEE Trans. Commun. 63 (5) (2015)
Prabuchandran K. J., Shalabh Bhatnagar, Vivek S. Borkar
An actor critic algorithm based on Grassmanian search. CDC (2014)
Prabuchandran K. J., Hemanth Kumar A. N, Shalabh Bhatnagar
Multi-agent reinforcement learning for traffic signal control. ITSC (2014)
Shalabh Bhatnagar, Vivek S. Borkar, Prabuchandran K. J.
Feature Search in the Grassmanian in Online Reinforcement Learning. IEEE J. Sel. Top. Signal Process. 7 (5) (2013)
Prabuchandran K. J., Sunil Kumar Meena, Shalabh Bhatnagar
Q-Learning Based Energy Management Policies for a Single Sensor Node with Finite Buffer. IEEE Wirel. Commun. Lett. 2 (1) (2013)