Arun Kumar Singh

Orcid: 0000-0003-1704-7932

Affiliations:
  • University of Tartu, Faculty of Science and Technology, Tartu, Estonia
  • International Institute of Information Technology (IIIT), Robotics Research Lab, Hyderabad, India (PhD 2014)


According to our database1, Arun Kumar Singh authored at least 77 papers between 2009 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2025
MonoMPC: Monocular Vision Based Navigation with Learned Collision Model and Risk-Aware Model Predictive Control.
CoRR, August, 2025

Trajectory Optimization Under Stochastic Dynamics Leveraging Maximum Mean Discrepancy.
IEEE Robotics Autom. Lett., June, 2025

$\pi$-MPPI: A Projection-Based Model Predictive Path Integral Scheme for Smooth Optimal Control of Fixed-Wing Aerial Vehicles.
IEEE Robotics Autom. Lett., June, 2025

π-MPPI: A Projection-based Model Predictive Path Integral Scheme for Smooth Optimal Control of Fixed-Wing Aerial Vehicles.
CoRR, April, 2025

Swarm-Gen: Fast Generation of Diverse Feasible Swarm Behaviors.
CoRR, January, 2025

GPD: Guided Polynomial Diffusion for Motion Planning.
CoRR, January, 2025

2024
Differentiable-Optimization Based Neural Policy for Occlusion-Aware Target Tracking.
IEEE Robotics Autom. Lett., December, 2024

PRIEST: Projection Guided Sampling-Based Optimization for Autonomous Navigation.
IEEE Robotics Autom. Lett., 2024

DA-VIL: Adaptive Dual-Arm Manipulation with Reinforcement Learning and Variable Impedance Control.
CoRR, 2024

CrowdSurfer: Sampling Optimization Augmented with Vector-Quantized Variational AutoEncoder for Dense Crowd Navigation.
CoRR, 2024

LeGo-Drive: Language-enhanced Goal-oriented Closed-Loop End-to-End Autonomous Driving.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2024

Bi-level Trajectory Optimization on Uneven Terrains with Differentiable Wheel-Terrain Interaction Model.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2024

Learning Sampling Distribution and Safety Filter for Autonomous Driving with VQ-VAE and Differentiable Optimization.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2024

EDMP: Ensemble-of-costs-guided Diffusion for Motion Planning.
Proceedings of the IEEE International Conference on Robotics and Automation, 2024

AMSwarmX: Safe Swarm Coordination in CompleX Environments via Implicit Non-Convex Decomposition of the Obstacle-Free Space.
Proceedings of the IEEE International Conference on Robotics and Automation, 2024

2023
VACNA: Visibility-Aware Cooperative Navigation With Application in Inventory Management.
IEEE Robotics Autom. Lett., November, 2023

Talk2BEV: Language-enhanced Bird's-eye View Maps for Autonomous Driving.
CoRR, 2023

End-to-End Learning of Behavioural Inputs for Autonomous Driving in Dense Traffic.
IROS, 2023

Hilbert Space Embedding-Based Trajectory Optimization for Multi-Modal Uncertain Obstacle Trajectory Prediction.
IROS, 2023

Learning Arc-Length Value Function for Fast Time-Optimal Pick and Place Sequence Planning and Execution.
Proceedings of the International Joint Conference on Neural Networks, 2023

AMSwarm: An Alternating Minimization Approach for Safe Motion Planning of Quadrotor Swarms in Cluttered Environments.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

Bi-Level Optimization Augmented with Conditional Variational Autoencoder for Autonomous Driving in Dense Traffic.
Proceedings of the 19th IEEE International Conference on Automation Science and Engineering, 2023

Disentangling Planning and Control for Non-Prehensile Tabletop Manipulation.
Proceedings of the 19th IEEE International Conference on Automation Science and Engineering, 2023

UAP-BEV: Uncertainty Aware Planning Using Bird's Eye View Generated From Surround Monocular Images.
Proceedings of the 19th IEEE International Conference on Automation Science and Engineering, 2023

GPU Accelerated Batch Trajectory Optimization for Autonomous Navigation.
Proceedings of the American Control Conference, 2023

UrbanFly: Uncertainty-Aware Planning for Navigation Amongst High-Rises with Monocular Visual-Inertial SLAM Maps.
Proceedings of the American Control Conference, 2023

2022
Solving Chance-Constrained Optimization Under Nonparametric Uncertainty Through Hilbert Space Embedding.
IEEE Trans. Control. Syst. Technol., 2022

Fast Adaptation of Manipulator Trajectories to Task Perturbation by Differentiating through the Optimal Solution.
Sensors, 2022

Visibility-Aware Navigation With Batch Projection Augmented Cross-Entropy Method Over a Learned Occlusion Cost.
IEEE Robotics Autom. Lett., 2022

Multi-Modal Model Predictive Control Through Batch Non-Holonomic Trajectory Optimization: Application to Highway Driving.
IEEE Robotics Autom. Lett., 2022

Scalable and heterogenous mobile robot fleet-based task automation in crowded hospital environments - a field test.
Frontiers Robotics AI, 2022

Fast Joint Multi-Robot Trajectory Optimization by GPU Accelerated Batch Solution of Distributed Sub-Problems.
Frontiers Robotics AI, 2022

Real-Time Multi-Convex Model Predictive Control for Occlusion-Free Target Tracking With Quadrotors.
IEEE Access, 2022

Drift Reduced Navigation with Deep Explainable Features.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

CCO-VOXEL: Chance Constrained Optimization over Uncertain Voxel-Grid Representation for Safe Trajectory Planning.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022

Leveraging Distributional Bias For Reactive Collision Avoidance under Uncertainty: A Kernel Embedding Approach.
Proceedings of the 18th IEEE International Conference on Automation Science and Engineering, 2022

2021
GPU Accelerated Convex Approximations for Fast Multi-Agent Trajectory Optimization.
IEEE Robotics Autom. Lett., 2021

Non Holonomic Collision Avoidance of Dynamic Obstacles underNon-Parametric Uncertainty: A Hilbert Space Approach.
CoRR, 2021

Real-Time Multi-Convex Model Predictive Control for Occlusion Free Target Tracking.
CoRR, 2021

GPU Accelerated Batch Multi-Convex Trajectory Optimization for a Rectangular Holonomic Mobile Robot.
CoRR, 2021

Embedded Hardware Appropriate Fast 3D Trajectory Optimization for Fixed Wing Aerial Vehicles by Leveraging Hidden Convex Structures.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

Non Holonomic Collision Avoidance under Non-Parametric Uncertainty: A Hilbert Space Approach.
Proceedings of the 2021 European Control Conference, 2021

Incorporating Prediction in Control Barrier Function Based Distributive Multi-Robot Collision Avoidance.
Proceedings of the 2021 European Control Conference, 2021

2020
Reactive Navigation Under Non-Parametric Uncertainty Through Hilbert Space Embedding of Probabilistic Velocity Obstacles.
IEEE Robotics Autom. Lett., 2020

Reactive Navigation under Non-Parametric Uncertainty through Hilbert Space Embedding of Probabilistic Velocity Obstacles.
CoRR, 2020

A Novel Trajectory Optimization for Affine Systems: Beyond Convex-Concave Procedure.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

Bi-Convex Approximation of Non-Holonomic Trajectory Optimization.
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

Model Predictive Control for Target Tracking in 3D with a Downward Facing Camera Equipped Fixed Wing Aerial Vehicle.
Proceedings of the 16th IEEE International Conference on Automation Science and Engineering, 2020

2019
Model Predictive Control for Autonomous Driving considering Actuator Dynamics.
Proceedings of the 2019 American Control Conference, 2019

2018
Solving Chance Constrained Optimization under Non-Parametric Uncertainty Through Hilbert Space Embedding.
CoRR, 2018

Model Predictive Control for Autonomous Driving considering Actuator Dynamics.
CoRR, 2018

Model Predictive Control for Autonomous Driving Based on Time Scaled Collision Cone.
Proceedings of the 16th European Control Conference, 2018

2017
Trajectory Optimization for Curvature Bounded Non-Holonomic Vehicles: Application to Autonomous Driving.
CoRR, 2017

PRVO: Probabilistic Reciprocal Velocity Obstacle for multi robot navigation under uncertainty.
Proceedings of the 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2017

Chance constraint based multi agent navigation under uncertainty.
Proceedings of the Advances in Robotics, 2017

2016
Feasible acceleration count: A novel dynamic stability metric and its use in incremental motion planning on uneven terrain.
Robotics Auton. Syst., 2016

Planning non-holonomic stable trajectories on uneven terrain through non-linear time scaling.
Auton. Robots, 2016

2015
Overtaking maneuvers by non linear time scaling over reduced set of learned motion primitives.
Proceedings of the 2015 IEEE Intelligent Vehicles Symposium, 2015

A class of non-linear time scaling functions for smooth time optimal control along specified paths.
Proceedings of the 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2015

Closed form characterization of collision free velocities and confidence bounds for non-holonomic robots in uncertain dynamic environments.
Proceedings of the 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2015

Mobile robot navigation amidst humans with intents and uncertainties: A time scaled collision cone approach.
Proceedings of the 54th IEEE Conference on Decision and Control, 2015

Trajectory planning for monocular SLAM based exploration system.
Proceedings of the 2015 Conference on Advances In Robotics, 2015

2014
Model Predictive Control for Micro Aerial Vehicle Systems (MAV) Systems.
CoRR, 2014

Time scaled collision cone based trajectory optimization approach for reactive planning in dynamic environments.
Proceedings of the 2014 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2014

2013
A simulation framework for evolution on uneven terrains for synchronous drive robot.
Adv. Robotics, 2013

Coordinating mobile manipulator's motion to produce stable trajectories on uneven terrain based on feasible acceleration count.
Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013

Reactive collision avoidance for multiple robots by non linear time scaling.
Proceedings of the 52nd IEEE Conference on Decision and Control, 2013

Multi Robot Collision Avoidance with Continuous Curvature Manoeuvres.
Proceedings of the Advances In Robotics 2013, 2013

Trajectory planning for monocular SLAM systems.
Proceedings of the IEEE International Conference on Control Applications, 2013

A semi-active robot for steep obstacle ascent.
Proceedings of the IEEE International Conference on Control Applications, 2013

2012
Planning trajectories on uneven terrain using optimization and non-linear time scaling techniques.
Proceedings of the 2012 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2012

Multi-robot exploration with communication requirement to a moving base station.
Proceedings of the 2012 IEEE International Conference on Automation Science and Engineering, 2012

Optimum steering input determination and path-tracking of all-wheel steer vehicles on uneven terrains based on constrained optimization.
Proceedings of the American Control Conference, 2012

2011
Planning stable trajectory on uneven terrain based on Feasible Acceleration Count.
Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011

2010
A novel compliant rover for rough terrain mobility.
Proceedings of the 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2010

Determination of Optimally Stable Posture for Force Actuator Based Articulated Suspension for Rough Terrain Mobility.
Proceedings of the Trends in Intelligent Robotics - 13th FIRA Robot World Congress, 2010

2009
Evolution of a four wheeled active suspension rover with minimal actuation for rough terrain mobility.
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2009


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