Feature Search in the Grassmanian in Online Reinforcement Learning. - Shalabh Bhatnagar; Vivek S. Borkar; Prabuchandran K. J. (IEEE J. Sel. Top. Signal Process., 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)

An actor critic algorithm based on Grassmanian search. - Prabuchandran K. J.; Shalabh Bhatnagar; Vivek S. Borkar (CDC, 2014)

Multi-agent reinforcement learning for traffic signal control. - Prabuchandran K. J.; Hemanth Kumar A. N; Shalabh Bhatnagar (ITSC, 2014)

A Multi-phase Approach for Improving Information Diffusion in Social Networks. - Swapnil Dhamal; Prabuchandran K. J.; Yadati Narahari (AAMAS, 2015)

Decentralized learning for traffic signal control. - Prabuchandran K. J.; Hemanth Kumar A. N; Shalabh Bhatnagar (COMSNETS, 2015)

Energy Sharing for Multiple Sensor Nodes With Finite Buffers. - Sindhu Padakandla; Prabuchandran K. J.; Shalabh Bhatnagar (IEEE Trans. Commun., 2015)

Reinforcement Learning Algorithms for Regret Minimization in Structured Markov Decision Processes: (Extended Abstract). - Prabuchandran K. J.; Tejas Bodas; Theja Tulabandhula (AAMAS, 2016)

Reinforcement Learning algorithms for regret minimization in structured Markov Decision Processes. - Prabuchandran K. J.; Tejas Bodas; Theja Tulabandhula (CoRR, 2016)

Information Diffusion in Social Networks in Two Phases. - Swapnil Dhamal; Prabuchandran K. J.; Y. Narahari (IEEE Trans. Netw. Sci. Eng., 2016)

Actor-Critic Algorithms with Online Feature Adaptation. - Prabuchandran K. J.; Shalabh Bhatnagar; Vivek S. Borkar (ACM Trans. Model. Comput. Simul., 2016)

A Dominant Strategy Truthful, Deterministic Multi-Armed Bandit Mechanism with Logarithmic Regret. - Divya Padmanabhan; Satyanath Bhat; Prabuchandran K. J.; Shirish K. Shevade; Y. Narahari (AAMAS, 2017)

Generalized Deterministic Perturbations For Stochastic Gradient Search. - Chandramouli K; Prabuchandran K. J.; Sai Koti Reddy Danda; Shalabh Bhatnagar (CDC, 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)

Actor-Critic Algorithms for Constrained Multi-agent Reinforcement Learning. - Raghuram Bharadwaj Diddigi; Sai Koti Reddy Danda; Prabuchandran K. J.; Shalabh Bhatnagar (AAMAS, 2019)

Reinforcement Learning in Non-Stationary Environments. - Sindhu Padakandla; Prabuchandran K. J.; Shalabh Bhatnagar (CoRR, 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 algorithm for non-stationary environments. - Sindhu Padakandla; Prabuchandran K. J.; Shalabh Bhatnagar (Appl. Intell., 2020)

Novel First Order Bayesian Optimization with an Application to Reinforcement Learning. - Prabuchandran K. J.; Santosh Penubothula; Chandramouli Kamanchi; Shalabh Bhatnagar (Appl. Intell., 2021)

Neural Network Compatible Off-Policy Natural Actor-Critic Algorithm. - Raghuram Bharadwaj Diddigi; Prateek Jain; Prabuchandran K. J.; Shalabh Bhatnagar (IJCNN, 2022)

Data Efficient Safe Reinforcement Learning. - Sindhu Padakandla; Prabuchandran K. J.; Sourav Ganguly; Shalabh Bhatnagar (SMC, 2022)

Change point detection for compositional multivariate data. - Prabuchandran K. J.; Nitin Singh; Pankaj Dayama 001; Ashutosh Agarwal; Vinayaka Pandit (Appl. Intell., 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)

Efficient Off-Policy Algorithms for Structured Markov Decision Processes. - Sourav Ganguly; Raghuram Bharadwaj Diddigi; Prabuchandran K. J. (CDC, 2023)

Bayesian Optimization for Function Compositions with Applications to Dynamic Pricing. - Kunal Jain; Prabuchandran K. J.; Tejas Bodas (LION, 2023)

Autonomous UAV Navigation in Complex Environments using Human Feedback. - Sambhu H. Karumanchi; Raghuram Bharadwaj Diddigi; Prabuchandran K. J.; Shalabh Bhatnagar (RO-MAN, 2023)

Practical First-Order Bayesian Optimization Algorithms. - Utkarsh Prakash; Aryan Chollera; Kushagra Khatwani; Prabuchandran K. J.; Tejas Bodas (COMAD/CODS, 2024)

Energy Management in a Cooperative Energy Harvesting Wireless Sensor Network. - Arghyadeep Barat; Prabuchandran K. J.; Shalabh Bhatnagar (IEEE Commun. Lett., 2024)

Bandit-based Attention Mechanism in Vision Transformers. - Amartya Roy Chowdhury; Raghuram Bharadwaj Diddigi; Prabuchandran K. J.; Achyut Mani Tripathi (WACV, 2025)