Koushil Sreenath

Orcid: 0000-0002-5346-3637

According to our database1, Koushil Sreenath authored at least 139 papers between 2007 and 2024.

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Bibliography

2024
Real-world humanoid locomotion with reinforcement learning.
Sci. Robotics, 2024

Interactive Navigation with Adaptive Non-prehensile Mobile Manipulation.
CoRR, 2024

Learning Smooth Humanoid Locomotion through Lipschitz-Constrained Policies.
CoRR, 2024

Traversability-Aware Legged Navigation by Learning from Real-World Visual Data.
CoRR, 2024

CurricuLLM: Automatic Task Curricula Design for Learning Complex Robot Skills using Large Language Models.
CoRR, 2024

Gait Switching and Enhanced Stabilization of Walking Robots with Deep Learning-based Reachability: A Case Study on Two-link Walker.
CoRR, 2024

Iterative Convex Optimization for Safety-Critical Model Predictive Control.
CoRR, 2024

Berkeley Humanoid: A Research Platform for Learning-based Control.
CoRR, 2024

HiLMa-Res: A General Hierarchical Framework via Residual RL for Combining Quadrupedal Locomotion and Manipulation.
CoRR, 2024

DiffuseLoco: Real-Time Legged Locomotion Control with Diffusion from Offline Datasets.
CoRR, 2024

Long-horizon Locomotion and Manipulation on a Quadrupedal Robot with Large Language Models.
CoRR, 2024

Learning Visual Quadrupedal Loco-Manipulation from Demonstrations.
CoRR, 2024

Adaptive Energy Regularization for Autonomous Gait Transition and Energy-Efficient Quadruped Locomotion.
CoRR, 2024

Leveraging Symmetry in RL-based Legged Locomotion Control.
CoRR, 2024

Humanoid Locomotion as Next Token Prediction.
CoRR, 2024

Reinforcement Learning for Versatile, Dynamic, and Robust Bipedal Locomotion Control.
CoRR, 2024

Safety filters for black-box dynamical systems by learning discriminating hyperplanes.
Proceedings of the 6th Annual Learning for Dynamics & Control Conference, 2024

Point Cloud-Based Control Barrier Function Regression for Safe and Efficient Vision-Based Control.
Proceedings of the IEEE International Conference on Robotics and Automation, 2024

2023
Autonomous navigation of underactuated bipedal robots in height-constrained environments.
Int. J. Robotics Res., July, 2023

Velocity Obstacle for Polytopic Collision Avoidance for Distributed Multi-Robot Systems.
IEEE Robotics Autom. Lett., June, 2023

Constraint-Guided Online Data Selection for Scalable Data-Driven Safety Filters in Uncertain Robotic Systems.
CoRR, 2023

A Forward Reachability Perspective on Robust Control Invariance and Discount Factors in Reachability Analysis.
CoRR, 2023

Prompt a Robot to Walk with Large Language Models.
CoRR, 2023

Nonsmooth Control Barrier Functions for Obstacle Avoidance between Convex Regions.
CoRR, 2023

Learning Humanoid Locomotion with Transformers.
CoRR, 2023

i2LQR: Iterative LQR for Iterative Tasks in Dynamic Environments.
CoRR, 2023

Robust and Versatile Bipedal Jumping Control through Multi-Task Reinforcement Learning.
CoRR, 2023

Robust and Versatile Bipedal Jumping Control through Reinforcement Learning.
Proceedings of the Robotics: Science and Systems XIX, Daegu, 2023

In-Distribution Barrier Functions: Self-Supervised Policy Filters that Avoid Out-of-Distribution States.
Proceedings of the Learning for Dynamics and Control Conference, 2023

Walking in Narrow Spaces: Safety-Critical Locomotion Control for Quadrupedal Robots with Duality-Based Optimization.
IROS, 2023

Creating a Dynamic Quadrupedal Robotic Goalkeeper with Reinforcement Learning.
IROS, 2023

Learning Torque Control for Quadrupedal Locomotion.
Proceedings of the 22nd IEEE-RAS International Conference on Humanoid Robots, 2023

i2LQR: Iterative LQR for Iterative Tasks in Dynamic Environments.
Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

Iterative Convex Optimization for Model Predictive Control with Discrete-Time High-Order Control Barrier Functions.
Proceedings of the American Control Conference, 2023

2022
Robust Safety-Critical Control for Dynamic Robotics.
IEEE Trans. Autom. Control., 2022

Collaborative Navigation and Manipulation of a Cable-Towed Load by Multiple Quadrupedal Robots.
IEEE Robotics Autom. Lett., 2022

Computation of Regions of Attraction for Hybrid Limit Cycles Using Reachability: An Application to Walking Robots.
IEEE Robotics Autom. Lett., 2022

Probabilistic Safe Online Learning with Control Barrier Functions.
CoRR, 2022

Tethered Power Supply for Quadcopters: Architecture, Analysis and Experiments.
CoRR, 2022

Perception-Aware Receding Horizon Trajectory Planning for Multicopters With Visual-Inertial Odometry.
IEEE Access, 2022

Bridging Model-based Safety and Model-free Reinforcement Learning through System Identification of Low Dimensional Linear Models.
Proceedings of the Robotics: Science and Systems XVIII, New York City, NY, USA, June 27, 2022

Teaching Robots to Span the Space of Functional Expressive Motion.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

Adapting Rapid Motor Adaptation for Bipedal Robots.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

Hierarchical Reinforcement Learning for Precise Soccer Shooting Skills using a Quadrupedal Robot.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

Bayesian Optimization Meets Hybrid Zero Dynamics: Safe Parameter Learning for Bipedal Locomotion Control.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022

Safety-Critical Control and Planning for Obstacle Avoidance between Polytopes with Control Barrier Functions.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022

Autonomous Racing with Multiple Vehicles using a Parallelized Optimization with Safety Guarantee using Control Barrier Functions.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022

Vision-Aided Dynamic Quadrupedal Locomotion on Discrete Terrain Using Motion Libraries.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022

Learning Differentiable Safety-Critical Control using Control Barrier Functions for Generalization to Novel Environments.
Proceedings of the European Control Conference, 2022

Lyapunov Design for Robust and Efficient Robotic Reinforcement Learning.
Proceedings of the Conference on Robot Learning, 2022

GenLoco: Generalized Locomotion Controllers for Quadrupedal Robots.
Proceedings of the Conference on Robot Learning, 2022

Duality-based Convex Optimization for Real-time Obstacle Avoidance between Polytopes with Control Barrier Functions.
Proceedings of the American Control Conference, 2022

L1 Adaptive Control Barrier Functions for Nonlinear Underactuated Systems.
Proceedings of the American Control Conference, 2022

2021
Online Learning of Unknown Dynamics for Model-Based Controllers in Legged Locomotion.
IEEE Robotics Autom. Lett., 2021

Competitive Car Racing with Multiple Vehicles using a Parallelized Optimization with Safety Guarantee.
CoRR, 2021

A Fast Computational Optimization for Optimal Control and Trajectory Planning for Obstacle Avoidance between Polytopes.
CoRR, 2021

Vision-Aided Autonomous Navigation of Bipedal Robots in Height-Constrained Environments.
CoRR, 2021

A Duality-based Approach for Real-time Obstacle Avoidance between Polytopes with Control Barrier Functions.
CoRR, 2021

Scalable Learning of Safety Guarantees for Autonomous Systems using Hamilton-Jacobi Reachability.
CoRR, 2021

Real-time Geo-localization Using Satellite Imagery and Topography for Unmanned Aerial Vehicles.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

Robotic Guide Dog: Leading a Human with Leash-Guided Hybrid Physical Interaction.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Legged Robot State Estimation in Slippery Environments Using Invariant Extended Kalman Filter with Velocity Update.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Reinforcement Learning for Robust Parameterized Locomotion Control of Bipedal Robots.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Scalable Learning of Safety Guarantees for Autonomous Systems using Hamilton-Jacobi Reachability.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Motion Planning and Feedback Control for Bipedal Robots Riding a Snakeboard.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Enhancing Feasibility and Safety of Nonlinear Model Predictive Control with Discrete-Time Control Barrier Functions.
Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021

Robust Control Barrier-Value Functions for Safety-Critical Control.
Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021

Pointwise Feasibility of Gaussian Process-based Safety-Critical Control under Model Uncertainty.
Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021

Reinforcement Learning for Collaborative Quadrupedal Manipulation of a Payload over Challenging Terrain.
Proceedings of the 17th IEEE International Conference on Automation Science and Engineering, 2021

Autonomous Navigation for Quadrupedal Robots with Optimized Jumping through Constrained Obstacles.
Proceedings of the 17th IEEE International Conference on Automation Science and Engineering, 2021

Safety-Critical Model Predictive Control with Discrete-Time Control Barrier Function.
Proceedings of the 2021 American Control Conference, 2021

Safety-Critical Control using Optimal-decay Control Barrier Function with Guaranteed Point-wise Feasibility.
Proceedings of the 2021 American Control Conference, 2021

Rule-Based Safety-Critical Control Design using Control Barrier Functions with Application to Autonomous Lane Change.
Proceedings of the 2021 American Control Conference, 2021

Gaussian Process-based Min-norm Stabilizing Controller for Control-Affine Systems with Uncertain Input Effects and Dynamics.
Proceedings of the 2021 American Control Conference, 2021

Combining Model-Based Design and Model-Free Policy Optimization to Learn Safe, Stabilizing Controllers.
Proceedings of the 7th IFAC Conference on Analysis and Design of Hybrid Systems, 2021

2020
Differential Flatness Based Path Planning With Direct Collocation on Hybrid Modes for a Quadrotor With a Cable-Suspended Payload.
IEEE Robotics Autom. Lett., 2020

Gaussian Process-based Min-norm Stabilizing Controller for Control-Affine Systems with Uncertain Input Effects.
CoRR, 2020

Optimal Robust Safety-Critical Control for Dynamic Robotics.
CoRR, 2020

Reinforcement Learning for Safety-Critical Control under Model Uncertainty, using Control Lyapunov Functions and Control Barrier Functions.
Proceedings of the Robotics: Science and Systems XVI, 2020

Improving Input-Output Linearizing Controllers for Bipedal Robots via Reinforcement Learning.
Proceedings of the 2nd Annual Conference on Learning for Dynamics and Control, 2020

Dynamic Legged Manipulation of a Ball Through Multi-Contact Optimization.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

Animated Cassie: A Dynamic Relatable Robotic Character.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

Staging energy sources to extend flight time of a multirotor UAV.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

Ball Juggling on the Bipedal Robot Cassie.
Proceedings of the 18th European Control Conference, 2020

Learning Min-norm Stabilizing Control Laws for Systems with Unknown Dynamics.
Proceedings of the 59th IEEE Conference on Decision and Control, 2020

2019
Multiple quadrotors carrying a flexible hose: dynamics, differential flatness and control.
CoRR, 2019

Online adaptive teleoperation via motion primitives for mobile robots.
Auton. Robots, 2019

Feedback Control for Autonomous Riding of Hovershoes by a Cassie Bipedal Robot.
Proceedings of the 19th IEEE-RAS International Conference on Humanoid Robots, 2019

Variation Based Extended Kalman Filter on S<sup>2</sup>.
Proceedings of the 17th European Control Conference, 2019

Control Barrier Functions: Theory and Applications.
Proceedings of the 17th European Control Conference, 2019

Bipedal Robotic Running on Stochastic Discrete Terrain.
Proceedings of the 17th European Control Conference, 2019

Geometric Control of a Quadrotor with a Load Suspended from an Offset.
Proceedings of the 2019 American Control Conference, 2019

Geometric Control and Differential Flatness of a Quadrotor UAV with Load Suspended from a Pulley.
Proceedings of the 2019 American Control Conference, 2019

2018
The Reaction Mass Biped: Geometric Mechanics and Control.
J. Intell. Robotic Syst., 2018

Dynamic bipedal locomotion over stochastic discrete terrain.
Int. J. Robotics Res., 2018

Feedback Control of an Exoskeleton for Paraplegics: Toward Robustly Stable Hands-free Dynamic Walking.
CoRR, 2018

Safe Teleoperation of Dynamic UAVs Through Control Barrier Functions.
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018

2017
Differential-Flatness and Control of Quadrotor(s) with a Payload Suspended through Flexible Cable(s).
CoRR, 2017

First Steps Towards Translating HZD Control of Bipedal Robots to Decentralized Control of Exoskeletons.
IEEE Access, 2017

Dynamic Walking on Randomly-Varying Discrete Terrain with One-step Preview.
Proceedings of the Robotics: Science and Systems XIII, 2017

Discrete Control Barrier Functions for Safety-Critical Control of Discrete Systems with Application to Bipedal Robot Navigation.
Proceedings of the Robotics: Science and Systems XIII, 2017

Multi-robot Trajectory Generation for an Aerial Payload Transport System.
Proceedings of the Robotics Research, The 18th International Symposium, 2017

A framework for efficient teleoperation via online adaptation.
Proceedings of the 2017 IEEE International Conference on Robotics and Automation, 2017

Deep visual perception for dynamic walking on discrete terrain.
Proceedings of the 17th IEEE-RAS International Conference on Humanoid Robotics, 2017

Online Adaptive Teleoperation via Incremental Intent Modeling.
Proceedings of the Companion of the 2017 ACM/IEEE International Conference on Human-Robot Interaction, 2017

Dynamics and control of a quadrotor with a payload suspended through an elastic cable.
Proceedings of the 2017 American Control Conference, 2017

2016
Symbolic Computation of Dynamics on Smooth Manifolds.
Proceedings of the Algorithmic Foundations of Robotics XII, 2016

Dynamic Walking on Stepping Stones with Gait Library and Control Barrier Functions.
Proceedings of the Algorithmic Foundations of Robotics XII, 2016

Optimal control for geometric motion planning of a robot diver.
Proceedings of the 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2016

3D dynamic walking on stepping stones with control barrier functions.
Proceedings of the 55th IEEE Conference on Decision and Control, 2016

Safety-critical control of a planar quadrotor.
Proceedings of the 2016 American Control Conference, 2016

Optimal robust control for constrained nonlinear hybrid systems with application to bipedal locomotion.
Proceedings of the 2016 American Control Conference, 2016

Exponential Control Barrier Functions for enforcing high relative-degree safety-critical constraints.
Proceedings of the 2016 American Control Conference, 2016

2015
Variation-Based Linearization of Nonlinear Systems Evolving on SO(3) and 𝕊<sup>2</sup>.
IEEE Access, 2015

Torque Saturation in Bipedal Robotic Walking Through Control Lyapunov Function-Based Quadratic Programs.
IEEE Access, 2015

Optimal Robust Control for Bipedal Robots through Control Lyapunov Function based Quadratic Programs.
Proceedings of the Robotics: Science and Systems XI, Sapienza University of Rome, 2015

The Reaction Mass Biped: Equations of motion, hybrid model for walking and trajectory tracking control.
Proceedings of the IEEE International Conference on Robotics and Automation, 2015

Safety-critical and constrained geometric control synthesis using control Lyapunov and control Barrier functions for systems evolving on manifolds.
Proceedings of the American Control Conference, 2015

L1 adaptive control for bipedal robots with control Lyapunov function based quadratic programs.
Proceedings of the American Control Conference, 2015

Safety-Critical Control for Dynamical Bipedal Walking with Precise Footstep Placement.
Proceedings of the 5th IFAC Conference on Analysis and Design of Hybrid Systems, 2015

2014
Rapidly Exponentially Stabilizing Control Lyapunov Functions and Hybrid Zero Dynamics.
IEEE Trans. Autom. Control., 2014

Dynamically Feasible Motion Planning through Partial Differential Flatness.
Proceedings of the Robotics: Science and Systems X, 2014

Toward image based visual servoing for aerial grasping and perching.
Proceedings of the 2014 IEEE International Conference on Robotics and Automation, 2014

Geometric control of multiple quadrotors transporting a rigid-body load.
Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

2013
Embedding active force control within the compliant hybrid zero dynamics to achieve stable, fast running on MABEL.
Int. J. Robotics Res., 2013

Dynamics, Control and Planning for Cooperative Manipulation of Payloads Suspended by Cables from Multiple Quadrotor Robots.
Proceedings of the Robotics: Science and Systems IX, Technische Universität Berlin, Berlin, Germany, June 24, 2013

Trajectory generation and control of a quadrotor with a cable-suspended load - A differentially-flat hybrid system.
Proceedings of the 2013 IEEE International Conference on Robotics and Automation, 2013

A partially observable hybrid system model for bipedal locomotion for adapting to terrain variations.
Proceedings of the 16th international conference on Hybrid systems: computation and control, 2013

Geometric control and differential flatness of a quadrotor UAV with a cable-suspended load.
Proceedings of the 52nd IEEE Conference on Decision and Control, 2013

Geometric control of cooperating multiple quadrotor UAVs with a suspended payload.
Proceedings of the 52nd IEEE Conference on Decision and Control, 2013

2012
Design and experimental implementation of a compliant hybrid zero dynamics controller with active force control for running on MABEL.
Proceedings of the IEEE International Conference on Robotics and Automation, 2012

Switching control design for accommodating large step-down disturbances in bipedal robot walking.
Proceedings of the IEEE International Conference on Robotics and Automation, 2012

Optimal trajectory generation under homology class constraints.
Proceedings of the 51th IEEE Conference on Decision and Control, 2012

Trajectory Planning for Systems with Homotopy Class Constraints.
Proceedings of the Latest Advances in Robot Kinematics, 2012

2011
A Compliant Hybrid Zero Dynamics Controller for Stable, Efficient and Fast Bipedal Walking on MABEL.
Int. J. Robotics Res., 2011

2010
Real world issues with real-time control of MABEL: A platform for experimental control of bipedal locomotion.
Proceedings of the 10th IEEE-RAS International Conference on Humanoid Robots, 2010

Design and experimental implementation of a compliant hybrid zero dynamics controller for walking on MABEL.
Proceedings of the 49th IEEE Conference on Decision and Control, 2010

2009
MABEL, a new robotic bipedal walker and runner.
Proceedings of the American Control Conference, 2009

2007
Simultaneous adaptive localization of a wireless sensor network.
ACM SIGMOBILE Mob. Comput. Commun. Rev., 2007


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