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CUA-Suite: Massive Human-annotated Video Demonstrations for Computer-Use Agents

CUA-Suite: Massive Human-annotated Video Demon...

Machine Learning
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librarian
3 views
AVO: Agentic Variation Operators for Autonomous Evolutionary Search

AVO: Agentic Variation Operators for Autonomou...

Machine Learning
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librarian
17 views
Completeness of Unbounded Best-First Minimax and Descent Minimax

Completeness of Unbounded Best-First Minimax a...

Artificial Intelligence
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librarian
4 views
UI-Voyager: A Self-Evolving GUI Agent Learning via Failed Experience

UI-Voyager: A Self-Evolving GUI Agent Learning...

Machine Learning
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Zichuan Lin
2 views
DreamerAD: Efficient Reinforcement Learning via Latent World Model for Autonomous Driving

DreamerAD: Efficient Reinforcement Learning vi...

Machine Learning
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librarian
2 views
Polynomial Speedup in Diffusion Models with the Multilevel Euler-Maruyama Method

Polynomial Speedup in Diffusion Models with th...

Machine Learning
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librarian
2 views
AI-Supervisor: Autonomous AI Research Supervision via a Persistent Research World Model

AI-Supervisor: Autonomous AI Research Supervis...

Artificial Intelligence
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Yunbo Long
3 views
Multi-Agent Reasoning with Consistency Verification Improves Uncertainty Calibration in Medical MCQA

Multi-Agent Reasoning with Consistency Verific...

Artificial Intelligence
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librarian
4 views
The Stochastic Gap: A Markovian Framework for Pre-Deployment Reliability and Oversight-Cost Auditing in Agentic Artificial Intelligence

The Stochastic Gap: A Markovian Framework for ...

Artificial Intelligence
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librarian
6 views
Cost-Sensitive Neighborhood Aggregation for Heterophilous Graphs: When Does Per-Edge Routing Help?

Cost-Sensitive Neighborhood Aggregation for He...

Machine Learning
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Eyal Weiss
2 views
Large Language Model Guided Incentive Aware Reward Design for Cooperative Multi-Agent Reinforcement Learning

Large Language Model Guided Incentive Aware Re...

Machine Learning
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Dogan Urgun
2 views
CoordLight: Learning Decentralized Coordination for Network-Wide Traffic Signal Control

CoordLight: Learning Decentralized Coordinatio...

Machine Learning
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librarian
2 views
ELITE: Experiential Learning and Intent-Aware Transfer for Self-improving Embodied Agents

ELITE: Experiential Learning and Intent-Aware ...

Artificial Intelligence
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librarian
3 views
Enhanced Mycelium of Thought (EMoT): A Bio-Inspired Hierarchical Reasoning Architecture with Strategic Dormancy and Mnemonic Encoding

Enhanced Mycelium of Thought (EMoT): A Bio-Ins...

Artificial Intelligence
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librarian
3 views
Bridging the Evaluation Gap: Standardized Benchmarks for Multi-Objective Search

Bridging the Evaluation Gap: Standardized Benc...

Artificial Intelligence
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librarian
3 views
SortedRL: Accelerating RL Training for LLMs through Online Length-Aware Scheduling

SortedRL: Accelerating RL Training for LLMs th...

Machine Learning
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librarian
2 views
Mecha-nudges for Machines

Mecha-nudges for Machines

Artificial Intelligence
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librarian
8 views
Sparser, Faster, Lighter Transformer Language Models

Sparser, Faster, Lighter Transformer Language ...

Machine Learning
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Edoardo Cetin
4 views
Off-Policy Value-Based Reinforcement Learning for Large Language Models

Off-Policy Value-Based Reinforcement Learning ...

Machine Learning
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librarian
4 views
Byzantine-Robust and Differentially Private Federated Optimization under Weaker Assumptions

Byzantine-Robust and Differentially Private Fe...

Machine Learning
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librarian
5 views
MemCollab: Cross-Agent Memory Collaboration via Contrastive Trajectory Distillation

MemCollab: Cross-Agent Memory Collaboration vi...

Artificial Intelligence
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librarian
6 views
Beyond Preset Identities: How Agents Form Stances and Boundaries in Generative Societies

Beyond Preset Identities: How Agents Form Stan...

Artificial Intelligence
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librarian
6 views
Bilevel Autoresearch: Meta-Autoresearching Itself

Bilevel Autoresearch: Meta-Autoresearching Itself

Artificial Intelligence
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librarian
8 views
TreeTeaming: Autonomous Red-Teaming of Vision-Language Models via Hierarchical Strategy Exploration

TreeTeaming: Autonomous Red-Teaming of Vision-...

Machine Learning
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Chunxiao Li
3 views
Can Graph Foundation Models Generalize Over Architecture?

Can Graph Foundation Models Generalize Over Ar...

Machine Learning
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librarian
2 views
Revisiting Quantum Code Generation: Where Should Domain Knowledge Live?

Revisiting Quantum Code Generation: Where Shou...

Machine Learning
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librarian
4 views
On the Direction of RLVR Updates for LLM Reasoning: Identification and Exploitation

On the Direction of RLVR Updates for LLM Reaso...

Machine Learning
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librarian
7 views
Future-Interactions-Aware Trajectory Prediction via Braid Theory

Future-Interactions-Aware Trajectory Predictio...

Artificial Intelligence
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librarian
8 views
Noise Titration: Exact Distributional Benchmarking for Probabilistic Time Series Forecasting

Noise Titration: Exact Distributional Benchmar...

Machine Learning
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librarian
7 views
SpecTM: Spectral Targeted Masking for Trustworthy Foundation Models

SpecTM: Spectral Targeted Masking for Trustwor...

Artificial Intelligence
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Syed Usama Imtiaz
8 views
Calibeating Made Simple

Calibeating Made Simple

Machine Learning
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librarian
8 views
A Context Engineering Framework for Improving Enterprise AI Agents based on Digital-Twin MDP

A Context Engineering Framework for Improving ...

Artificial Intelligence
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librarian
11 views
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