no code implementations • 9 Apr 2024 • Manav Mishra, Hritik Bana, Saswata Sarkar, Sujeevraja Sanjeevi, PB Sujit, Kaarthik Sundar
This article presents a deep reinforcement learning-based approach to tackle a persistent surveillance mission requiring a single unmanned aerial vehicle initially stationed at a depot with fuel or time-of-flight constraints to repeatedly visit a set of targets with equal priority.
1 code implementation • 27 May 2020 • Kaarthik Sundar, Sujeevraja Sanjeevi, Harsha Nagarajan
Given a nonlinear, univariate, bounded, and differentiable function $f(x)$, this article develops a sequence of Mixed Integer Linear Programming (MILP) and Linear Programming (LP) relaxations that converge to the graph of $f(x)$ and its convex hull, respectively.
Optimization and Control
2 code implementations • 9 Dec 2019 • Kaarthik Sundar, Sujeevraja Sanjeevi
This paper formulates a team orienteering problem with multiple fixed-wing drones and develops a branch-and-price algorithm to solve the problem to optimality.
Optimization and Control