activity
20182022
most citedScaffolding Reflection in Reinforcement Learning Framework for Confinement Escape Problem

1 citations · 1 across the 3 of their papers we have counts for

collaborators

5 papers

cs.RO2022

Noncooperative Herding With Control Barrier Functions: Theory and Experiments

Jaskaran Grover, Nishant Mohanty, Wenhao Luo +2

In this paper, we consider the problem of protecting a high-value unit from inadvertent attack by a group of agents using defending robots. Specifically, we develop a control strat…

cs.RO2021

Fast Obstacle Avoidance Motion in SmallQuadcopter operation in a Cluttered Environment

Chaitanyavishnu S. Gadde, Mohitvishnu S. Gadde, Nishant Mohanty +1

The autonomous operation of small quadcopters moving at high speed in an unknown cluttered environment is a challenging task. Current works in the literature formulate it as a Sens…

cs.RO20201 cited

Scaffolding Reflection in Reinforcement Learning Framework for Confinement Escape Problem

Nishant Mohanty, Suresh Sundaram

In this paper, a novel Scaffolding Reflection in Reinforcement Learning (SR2L) is proposed for solving the confinement escape problem (CEP). In CEP, an evader's objective is to att…

cs.MA2020

Context-Aware Deep Q-Network for Decentralized Cooperative Reconnaissance by a Robotic Swarm

Nishant Mohanty, Mohitvishnu S. Gadde, Suresh Sundaram +2

One of the crucial problems in robotic swarm-based operation is to search and neutralize heterogeneous targets in an unknown and uncertain environment, without any communication wi…

cs.CV2018

Image Dehazing via Joint Estimation of Transmittance Map and Environmental Illumination

Sanchayan Santra, Ranjan Mondal, Pranoy Panda +2

Haze limits the visibility of outdoor images, due to the existence of fog, smoke and dust in the atmosphere. Image dehazing methods try to recover haze-free image by removing the e…