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20 results for “controllability”

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cs.ROEmpiricalRecentJul 9, 2026

ContactMimic: Humanoid Object Interaction via Contact Control

Xinyao Li, Xialin He, Runpei Dong, Saurabh Gupta

The paper presents CONTACTMIMIC, a learning framework that tracks explicit part-level binary contact commands alongside keypoint trajectories for object interaction tasks.

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cs.CVcs.AIEmpiricalRecentJul 23, 2026

GraphVid: Interactive Graph-Controllable Video Generation

Vedant Shah, Onkar Susladkar, Tushar Prakash, Kiet Nguyen +4 more

This paper introduces GraphVid, a graph-conditioned image-to-video generation model enabling precise multi-subject control through structured interaction graphs, and curates GraphVid-Bench, a large-sc…

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cs.MAEmpiricalRecentJul 1, 2026

Calibrating the Instrument: Controllability of an LLM-Driven Synthetic Population

Mirko Degli Esposti

The authors validate the controllability of Generative Synthetic Populations (GSP) through an experiment with a fictional municipality and synthetic personas.

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cs.AIcs.CReess.SYRecentMay 4, 2026

Stable Agentic Control: Tool-Mediated LLM Architecture for Autonomous Cyber Defense

Kerri Prinos, Lilianne Brush, Cameron Denton, Zhanqi Wang +4 more

The paper proposes a tool-mediated LLM architecture for autonomous cyber defense, formally proving its stability and demonstrating that it significantly reduces an attacker's expected payoff in real-w…

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cs.CVEmpiricalRecentJul 2, 2026

WorldDirector: Building Controllable World Simulators with Persistent Dynamic Memory

Hanlin Wang, Hao Ouyang, Qiuyu Wang, Wen Wang +9 more

The paper introduces WorldDirector, a framework for creating controllable video worlds with persistent dynamic object memory and exact visual identities.

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cs.CRcs.CLRecentMar 25, 2026

Analysing the Safety Pitfalls of Steering Vectors

Yuxiao Li, Alina Fastowski, Efstratios Zaradoukas, Bardh Prenkaj +1 more

This paper systematically audits the safety implications of activation steering vectors, finding that these vectors significantly influence the success rate of jailbreak attacks by overlapping with la…

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cs.CCeess.SYmath.AGRecentMay 29, 2026

Verifying global identifiability of parametric linear ODE models is NP-hard

Alexey Ovchinnikov, Pedro Soto

This paper determines that verifying global parameter identifiability for linear ODE models is an NP-hard problem, establishing a computational complexity boundary for the field.

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eess.SYcs.MAmath.OCTheoreticalRecentJul 21, 2026

How network perturbations distort agreement trajectories in LTI multi-agent systems

Gal Barkai, Irinel-Constantin Morărescu

This paper investigates how network perturbations can alter the asymptotic agreement trajectory in distributed coordination systems, proving fragility in standard cooperative output regulation schemes…

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cs.CReess.SYRecentMay 14, 2026

On the (non-)resilience of encrypted controllers to covert attacks

Philipp Binfet, Janis Adamek, Moritz Schulze Darup

The paper demonstrates that standard homomorphic encryption (HE) schemes are insufficient to guarantee integrity in networked control systems (NCS) against covert attacks, proposing instead a verifiab…

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eess.SYcs.MAmath.OCTheoreticalRecentJun 22, 2026

Welfarist Control Design -- How to fulfill the societal mandate in multi-agent control?

Sophie Hall, Kai Zhang, Ilia Shilov, Heinrich H. Nax +1 more

This paper explores tools for control engineers to design socio-technical systems in a more principled and ethical manner, using feedback optimization, control of Markov decision processes, and model…

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cs.AIRecentMay 29, 2026

Closed-Loop Neural Activation Control in Vision-Language-Action Models

Abhijith Babu, Ramneet Kaur, Nathaniel D. Bastian, Olivera Kotevska +4 more

The paper proposes CTRL-STEER, a closed-loop framework that adaptively adjusts intervention strength to stabilize concept regulation and improve task success in Vision-Language-Action models without r…

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cs.DCTheoreticalRecentJul 9, 2026

Self-Stabilizing Algorithms in the Uniform Port Model

Liam Brinker, Yuval Emek, Oren Louidor

This paper introduces a new distributed computational model called the uniform port model, which allows for efficient self-stabilizing algorithms for local symmetry breaking problems on general graphs…

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cs.LOcs.AIcs.CCTheoreticalRecentJun 26, 2026

The Undecidability of Artificial General Intelligence (AGI) Alignment

Jose Pascual Gumbau Mezquita

This paper establishes mathematical limits of AGI safety, proving structural unverifiability as the core barrier.

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cs.DMcs.NEnlin.PSTheoreticalRecentJul 21, 2026

Towards chemistries in dynamical systems

Martin Biehl, Nathaniel Virgo

This paper proposes a method to describe dynamical systems using molecular and reaction concepts, making three key decisions: number of places, species determination, and transitions.

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cs.FLcs.CCTheoreticalRecentJun 30, 2026

Complexity of Universality and Related Decision Problems for Unary Two-Dimensional Automata

Taylor J. Smith

This paper studies the decidability and complexity properties of unary three-way and two-way deterministic and nondeterministic two-dimensional automata.

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cs.RORecentJun 3, 2026

HORIZON: Recoverability-Governed Curriculum for Physical-Domain Scaling

Chenhao Bai, Liqin Lu, Kaijun Wang, Hui Chen +4 more

This paper studies how to scale robust robot policies by expanding physical domains in a recoverable way.

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