3 citations · 3 across the 3 of their papers we have counts for
4 papers
Practical First-Order Bayesian Optimization Algorithms
Utkarsh Prakash, Aryan Chollera, Kushagra Khatwani +2
First Order Bayesian Optimization (FOBO) is a sample efficient sequential approach to find the global maxima of an expensive-to-evaluate black-box objective function by suitably qu…
Neural Network Compatible Off-Policy Natural Actor-Critic Algorithm
Raghuram Bharadwaj Diddigi, Prateek Jain, Prabuchandran K. J. +1
Learning optimal behavior from existing data is one of the most important problems in Reinforcement Learning (RL). This is known as "off-policy control" in RL where an agent's obje…
Change Point Detection for Compositional Multivariate Data
Prabuchandran K. J., Nitin Singh, Pankaj Dayama +1
Change point detection algorithms have numerous applications in fields of scientific and economic importance. We consider the problem of change point detection on compositional mul…
Novel Sensor Scheduling Scheme for Intruder Tracking in Energy Efficient Sensor Networks
Raghuram Bharadwaj Diddigi, Prabuchandran K. J., Shalabh Bhatnagar
We consider the problem of tracking an intruder using a network of wireless sensors. For tracking the intruder at each instant, the optimal number and the right configuration of se…