Imagen de Portada

Continual Learning, Not Training: Online Adaptation For Agents

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Jaglan, Aman, Barnes, Jarrod
Formato:	Preprint
Publicado:	2025
Materias:	Machine Learning Artificial Intelligence F.2.2; I.2.7
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Random Heterogeneous Neurochaos Learning Architecture for Data Classification
por: S, Remya Ajai A, et al.
Publicado: (2024)

Distribution Consistency based Self-Training for Graph Neural Networks with Sparse Labels
por: Wang, Fali, et al.
Publicado: (2024)

Train to Defend: First Defense Against Cryptanalytic Neural Network Parameter Extraction Attacks
por: Kurian, Ashley, et al.
Publicado: (2025)

Uncovering Bias Paths with LLM-guided Causal Discovery: An Active Learning and Dynamic Scoring Approach
por: Zanna, Khadija, et al.
Publicado: (2025)

The Hidden Attention of Mamba Models
por: Ali, Ameen, et al.
Publicado: (2024)

Predictable Scale: Part I, Step Law -- Optimal Hyperparameter Scaling Law in Large Language Model Pretraining
por: Li, Houyi, et al.
Publicado: (2025)

EnergyMamba: An Uncertainty-Aware Graph-Enhanced Selective State Space Model for Energy Consumption Prediction
por: Yu, Dahai, et al.
Publicado: (2026)

Evaluating Model Robustness Using Adaptive Sparse L0 Regularization
por: Liu, Weiyou, et al.
Publicado: (2024)

Evaluating the efficacy of LLM Safety Solutions : The Palit Benchmark Dataset
por: Palit, Sayon, et al.
Publicado: (2025)

Time-to-Injury Forecasting in Elite Female Football: A DeepHit Survival Approach
por: Catterall, Victoria, et al.
Publicado: (2026)

CortexCompile: Harnessing Cortical-Inspired Architectures for Enhanced Multi-Agent NLP Code Synthesis
por: Ramachandran, Gautham, et al.
Publicado: (2024)

Transfer Learning for a Class of Cascade Dynamical Systems
por: Rabiei, Shima, et al.
Publicado: (2024)

ZTree: A Subgroup Identification Based Decision Tree Learning Framework
por: Cheng, Eric, et al.
Publicado: (2025)

Time-Scale Separation in Q-Learning: Extending TD($\triangle$) for Action-Value Function Decomposition
por: Humayoo, Mahammad
Publicado: (2024)

Deep-SITAR: A SITAR-Based Deep Learning Framework for Growth Curve Modeling via Autoencoders
por: Hernández, María Alejandra, et al.
Publicado: (2025)

AllMetrics: A Unified Python Library for Standardized Metric Evaluation and Robust Data Validation in Machine Learning
por: Alizadeh, Morteza, et al.
Publicado: (2025)

Transcribing Bengali Text with Regional Dialects to IPA using District Guided Tokens
por: Islam, S M Jishanul, et al.
Publicado: (2024)

LayerRoute: Input-Conditioned Adaptive Layer Skipping via LoRA Fine-Tuning for Agentic Language Models
por: Sikdar, Prateek Kumar
Publicado: (2026)

Lightweight Quantum-Enhanced ResNet for Coronary Angiography Classification: A Hybrid Quantum-Classical Feature Enhancement Framework
por: Xia, Jingsong
Publicado: (2026)

DeepContext: Stateful Real-Time Detection of Multi-Turn Adversarial Intent Drift in LLMs
por: Albrethsen, Justin, et al.
Publicado: (2026)

Large Language Model Interface for Home Energy Management Systems
por: Michelon, François, et al.
Publicado: (2025)

Policy-Grounded Safety Evaluation of 20 Large Language Models
por: Contreras, Juan Manuel
Publicado: (2025)

Towards Platonic Representation for Table Reasoning: A Foundation for Permutation-Invariant Retrieval
por: Tchuitcheu, Willy Carlos, et al.
Publicado: (2026)

Evaluating the Limitations of Local LLMs in Solving Complex Programming Challenges
por: Matotek, Kadin, et al.
Publicado: (2025)

MSCloudCAM: Multi-Scale Context Adaptation with Convolutional Cross-Attention for Multispectral Cloud Segmentation
por: Mazid, Md Abdullah Al, et al.
Publicado: (2025)

Solve it with EASE
por: Viktorin, Adam, et al.
Publicado: (2025)

Sequential Cohort Selection
por: Nana, Hortence Phalonne, et al.
Publicado: (2025)

Remote Sensing-Oriented World Model
por: Lu, Yuxi, et al.
Publicado: (2025)

Explaining Modern Gated-Linear RNNs via a Unified Implicit Attention Formulation
por: Zimerman, Itamar, et al.
Publicado: (2024)

Segmenting Action-Value Functions Over Time-Scales in SARSA via TD($Δ$)
por: Humayoo, Mahammad
Publicado: (2024)

Testing the Efficacy of Hyperparameter Optimization Algorithms in Short-Term Load Forecasting
por: Hakyemez, Tugrul Cabir, et al.
Publicado: (2024)

Deep Learning for Human Locomotion Analysis in Lower-Limb Exoskeletons: A Comparative Study
por: Coser, Omar, et al.
Publicado: (2025)

Kalimati Vegetable Price Index Forecasting with a Momentum Corrected Online Stacking Ensemble
por: Malla, Sahaj Raj
Publicado: (2026)

TRIM: Achieving Extreme Sparsity with Targeted Row-wise Iterative Metric-driven Pruning
por: Beck, Florentin, et al.
Publicado: (2025)

Circularity and Symmetries of $p$ and $p^{2}$-polygons
por: Haag, Rolf
Publicado: (2025)

The Architecture of Errors: From Universal Impossibility to Patch-Local LLM Reliability
por: Arbuzov, Mikhail L., et al.
Publicado: (2026)

RepoAgent: An LLM-Powered Open-Source Framework for Repository-level Code Documentation Generation
por: Luo, Qinyu, et al.
Publicado: (2024)

Mobile Phone Sensor-based Nigerian Driving Dataset to Detect Alcohol-influenced Behaviours
por: Thompson, Iniakpokeikiye Peter, et al.
Publicado: (2025)

PromptSAM+: Malware Detection based on Prompt Segment Anything Model
por: Wei, Xingyuan, et al.
Publicado: (2024)

CBR -- Boosting Adaptive Classification By Retrieval of Encrypted Network Traffic with Out-of-distribution
por: Lukach, Amir, et al.
Publicado: (2024)