Search Results for author: Sujeevraja Sanjeevi

Found 3 papers, 2 papers with code

Deep Reinforcement Learning-Based Approach for a Single Vehicle Persistent Surveillance Problem with Fuel Constraints

no code implementations9 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.

Common Sense Reasoning reinforcement-learning

Sequence of Polyhedral Relaxations for Nonlinear Univariate Functions

1 code implementation27 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

A Branch-and-Price Algorithm for a Team Orienteering Problem with Fixed-Wing Drones

2 code implementations9 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

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