Quadratic Programs

Latest papers 28

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  1. Safe Ergodic Control for Multi-Robot Systems via Quadratic Programming

    Oct 4, 2026Yo Toyomoto, Mohamed Elobaid, Bryce L. Ferguson +2Multi-Robot SystemsQuadrotor

  2. dOPT: Differentiating Conic Optimization via Geometric Reduction

    Sep 27, 2026Fengyu Yang, Connor W. Magoon, Tyler Watts +1Convex OptimizationDifferentiable Optimization

  3. DR-MPC: Fast and Feasible Dynamics-Relaxed Model-Predictive Control for Legged Locomotion

    Sep 17, 2026Run Wang, Alapati Tuerxun, Shuo Liu +4Model Predictive ControlQuadratic Programs

  4. ElastiQP: An Always-Feasible QP Solver for Constrained Robot Control

    Sep 16, 2026Daniel Morton, Jon Arrizabalaga, Zachary Manchester +1Quadratic ProgramsRobotic Manipulator

  5. Exact Feasibility Certification and Optimal Responsibility Allocation for Multi-Robot CBF Safety Filters

    Sep 14, 2026Chandan Kumar Sah, Jishnu KeshavanControl Barrier FunctionsSafety Filters

  6. Deliberate Practice: Learning Robot Skills under a Budget

    Aug 13, 2026Shivam Vats, Sudarshan Harithas, Mete Tuluhan Akbulut +2Human-To-Robot TransferLong-Horizon Manipulation

  7. Real-Time Nonlinear MPC via Sequential Quadratic Programming with Structure-Exploiting ADMM and Interior-Point Methods for Underactuated Double-Pendulum Swing-Up

    Aug 10, 2026Nick Karydakis, Konstantinos ChatzilygeroudisUnderactuated DynamicsInverted Pendulum

  8. Topology Inference for Immune System Networks by Using Cell Amount Data

    Aug 7, 2026Yushan Li, Rikard Forlin, Dimos V. Dimarogonas +1CellsTopology

  9. CUDA MPC: A GPU-Native Solver for Model Predictive Control

    Aug 4, 2026Babak Akbari, Melissa GreeffModel Predictive ControlQuadratic Programs

  10. Complexity Bounds and Approaches to Learning Projected Gradient Descent Solver Iterates

    Jul 24, 2026Anjian Li, Ryne BeesonGradient DescentSolver Iterations

  11. Safe Execution of RL Policies Via Acceleration-Based CBF-QP Constraint Enforcement for Real-World Robotic Deployments

    Jul 16, 2026Bastien Muraccioli, Alice Cariou, Pierre-Alexandre Leziart +4Control Barrier FunctionsQuadratic Programs

  12. WarpMPC: Large-Batch MPC on GPU via ADMM with Unrolled LDL⊤LDL^\top Factorization

    Jul 13, 2026Henrik Hose, Se Hwan Jeon, Charles Khazoom +2Quadratic ProgramsAlternating Direction Method Of Multiplier

  13. CacheMPC: Certified Cached Model Predictive Control for Quadruped Locomotion

    Jun 26, 2026Nimesh Khandelwal, Mehul Anand, Shakti S. Gupta +1Model Predictive ControlQuadratic Programs

  14. Scaling Nonlinear Optimization: Many Problems One GPU

    Jun 24, 2026John Viljoen, Johanna Haffner, Masayoshi Tomizuka +1Quadratic ProgramsCpu-Gpu Hybrid Designs

  15. A Relaxed Quadratic-Program-based Framework for Trajectory Tracking of Unicycle Robots with Singularity Avoidance

    Jun 22, 2026Hamza Tariq, Usman Ali, Adeel AkhtarRobust TrajectoryQuadratic Programs

  16. Conflict-Aware Switching for CBF-CLF-Based Multi-Goal Navigation

    Jun 19, 2026Rohan Walia, Kevin LeahyControl Barrier FunctionsCollision Avoidance

  17. Elastic ODYN: Differentiable Optimization for Infeasible Control and Learning in Robotics

    Jun 15, 2026Aristotelis Papatheodorou, Jose Rojas, Ioannis Havoutis +1Quadratic ProgramsOptimal Control

  18. Amortized Nonlinear Model Predictive Control

    Jun 4, 2026Francesco Pillitteri, Alberto BemporadModel Predictive ControlQuadratic Programs

  19. Manifold-Constrained MPPI: Real-Time Sampling-Based Control for Nonlinear Equality-Constrained Robotic Systems

    May 24, 2026Seulchan Lee, Sanghyun KimModel Predictive Path IntegralRobotic Manipulator

  20. SmoCap: Unified Scale-Pose Canonicalization with Proxy-Mapped Trust-Region QP

    May 20, 2026Shihao Li, Naohiko SugitaMotion CaptureStable Anthropometric Priors

  21. IMPACT: An Implicit Active-Set Augmented Lagrangian for Fast Contact-Implicit Trajectory Optimization

    May 9, 2026Jiayun Li, Dejian Gong, Georgia ChalvatzakiRobust TrajectoryRigid-Body Dynamics

  22. Planning Smooth and Safe Control Laws for a Unicycle Robot Among Obstacles

    Apr 19, 2026Aref Amiri, Basak Sakcak, Steven M. LaValleRobust ControlObstacle Avoidance

  23. Multi-Agent Route Planning as a QUBO Problem

    Feb 8, 2026Renáta Rusnáková, Martin Chovanec, Juraj GazdaVehicle Routing ProblemMulti-Agent Path Finding