Systems
455 papers (5 classified directly here)
Subtopics · a paper can sit in several, so these overlap
Papers per year
2
8
9
8
5
8
5
8
3
6
4
6
7
17
21
42
51
29
13
72
99
32
'5
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'15
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'25
Papers (including subtopics)
Adversarially Robust Multitask Adaptive Control
L4DC 2026
A Robust Task-Level Control Architecture for Learned Dynamical Systems
L4DC 2026
ATOM-CBF: Adaptive Safe Perception-Based Control under Out-of-Distribution Measurements
L4DC 2026
BGCL:Learning Constitutive Laws for System Identification
L4DC 2026
CableRobotGraphSim: A Graph Neural Network for Modeling Partially Observable Cable-Driven Robot Dynamics
L4DC 2026
Certified Robust Invariant Polytope Training in Neural Controlled ODEs
L4DC 2026
Certified Training with Branch-and-Bound for Lyapunov-stable Neural Control
L4DC 2026
Choose Wisely: Data-driven Predictive Control for Nonlinear Systems Using Online Data Selection
L4DC 2026
Data-driven Acceleration of MPC with Guarantees
L4DC 2026
Deep QP Safety Filter: Model-free Learning for Reachability-based Safety Filter
L4DC 2026
End-to-End Language-Action Model for Humanoid Whole Body Control
CVPR 2026
FALCON: Learning Force-Adaptive Humanoid Loco-Manipulation
L4DC 2026
HALO: Hybrid Auto-encoded Locomotion with Learned Latent Dynamics, Poincaré Maps, and Regions of Attraction
L4DC 2026
How to Train Your Latent Control Barrier Function: Smooth Safety Filtering Under Hard-to-Model Constraints
L4DC 2026
Koopman-BoxQP: Solving Large-Scale NMPC at kHz Rates
L4DC 2026
Koopman Operator for Stability Analysis: Theory with a Linear–Radial Product Reproducing Kernel
L4DC 2026
Latent Linear Quadratic Regulator for Robotic Control Tasks
L4DC 2026
Learned Incremental Nonlinear Dynamic Inversion for Quadrotors with and without Slung Payloads
L4DC 2026
Learning-Based Resilient Interval Observers for Nonlinear Discrete-Time Bounded-Error Systems
L4DC 2026
Learning Multi-Robot Coordination with Invariant Consensus Stabilization
L4DC 2026
Learning Surgical Robotic Manipulation with 3D Spatial Priors
CVPR 2026
OneOcc: Semantic Occupancy Prediction for Legged Robots with a Single Panoramic Camera
CVPR 2026
Online Subspace Learning on Flag Manifolds for System Identification
L4DC 2026
On the Exponential Stability of Koopman Model Predictive Control
L4DC 2026
Robust Least-Squares Optimization for Data-Driven Predictive Control: A Geometric Approach
L4DC 2026