Artificial Intelligence

Charts as Epistemic Actions for Experience-Driven Agentic Data Analysis

Charts as Epistemic Actions for Experience-Dri...

Artificial Intelligence
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Xinzhe Wang
6 views
ToM2Vec: Continuous Theory-of-Mind Tokens for Multi-Agent Coordination

ToM2Vec: Continuous Theory-of-Mind Tokens for ...

Artificial Intelligence
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librarian
17 views
TIDE: Tree-Induced Fine-Grained Diagnostic Evaluation from Model Behaviors

TIDE: Tree-Induced Fine-Grained Diagnostic Eva...

Artificial Intelligence
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librarian
14 views
HGM-Dual: Lineage-Aware Guided Agent Harness Optimization for Long-Horizon Planning

HGM-Dual: Lineage-Aware Guided Agent Harness O...

Artificial Intelligence
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Sudipta Paul
20 views
Evolving Agent Interfaces

Evolving Agent Interfaces

Artificial Intelligence
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librarian
5 views
Evolving Agent Interfaces

Evolving Agent Interfaces

Artificial Intelligence
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Eric Unknown
5 views
GRADUS: Discovering and Recovering Agent Lessons from the Environment's Latent Syllabus

GRADUS: Discovering and Recovering Agent Lesso...

Artificial Intelligence
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librarian
9 views
Towards Robust Model Organisms for Eliciting Latent Knowledge

Towards Robust Model Organisms for Eliciting L...

Artificial Intelligence
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librarian
14 views
Agent World Model in the Wild: Computer-Use Agent Environment Synthesis

Agent World Model in the Wild: Computer-Use Ag...

Artificial Intelligence
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Zhaoyang Wang
16 views
AnyGoal: On World Model Generalization Beyond Expert Rollouts

AnyGoal: On World Model Generalization Beyond ...

Artificial Intelligence
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librarian
24 views
GraphEvoResearcher: Graph-Aware Training-Free Self-Reflective Reasoning for Cost-Bounded Multi-Hop Question Answering

GraphEvoResearcher: Graph-Aware Training-Free ...

Artificial Intelligence
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Suxing Liu
12 views
ClueFlow: Learning Long-Horizon Search through Attributed Research-State Transitions

ClueFlow: Learning Long-Horizon Search through...

Artificial Intelligence
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librarian
15 views
KnowGPO: Knowledge-Grouped Policy Optimization for Search Agents

KnowGPO: Knowledge-Grouped Policy Optimization...

Artificial Intelligence
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Siqi Chen
37 views
LEASH: Uncertainty-Aware Weak-to-Strong Escalation and Oversight for Computer-Use Agents

LEASH: Uncertainty-Aware Weak-to-Strong Escala...

Artificial Intelligence
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Qingni Wang
40 views
A team of Gemini 4 Argon agents beats Minecraft

A team of Gemini 4 Argon agents beats Minecraft

Artificial Intelligence
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librarian
52 views
MLExpert: Towards a Generalist Agentic Model for Autonomous Machine Learning Engineering

MLExpert: Towards a Generalist Agentic Model f...

Artificial Intelligence
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librarian
33 views
FDE-Gym: The Last Mile of AI Delivery

FDE-Gym: The Last Mile of AI Delivery

Artificial Intelligence
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librarian
33 views
LoopAhead: Speculating Ahead for Faster Decoding in Looped Language Models

LoopAhead: Speculating Ahead for Faster Decodi...

Artificial Intelligence
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librarian
27 views
Learning from Interaction Experience via Localized Context Distillation

Learning from Interaction Experience via Local...

Artificial Intelligence
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librarian
24 views
Learning Intrinsic Dynamics in Latent World Models

Learning Intrinsic Dynamics in Latent World Models

Artificial Intelligence
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librarian
24 views
MetaExp: Learning to Self-Improve through Experience via Verifiable Cross-Task Environment Scaling

MetaExp: Learning to Self-Improve through Expe...

Artificial Intelligence
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librarian
21 views
Functional Subnetwork Localization for Efficient Continual Learning in Large Language Models

Functional Subnetwork Localization for Efficie...

Artificial Intelligence
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librarian
20 views
Reinforcement Learning-driven Diffusion Models: Language, Vision, and Beyond

Reinforcement Learning-driven Diffusion Models...

Artificial Intelligence
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librarian
25 views
TreeFlex: Agents Navigating Their Own Search Trees

TreeFlex: Agents Navigating Their Own Search Trees

Artificial Intelligence
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Dongzhuo Li
54 views
SwarmRSI: Recursive Self-Improvement through Evolving Scientific Agent Swarm

SwarmRSI: Recursive Self-Improvement through E...

Artificial Intelligence
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librarian
37 views
Scaling Discovery Requires Forgetting

Scaling Discovery Requires Forgetting

Artificial Intelligence
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librarian
47 views
Co-Evolving Acting and Forecasting for Language Agents

Co-Evolving Acting and Forecasting for Languag...

Artificial Intelligence
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librarian
36 views
Euler: Towards Human-Centered Multi-Agent Mathematical Discovery

Euler: Towards Human-Centered Multi-Agent Math...

Artificial Intelligence
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librarian
29 views
ActionOPD: Distilling Decisions, Not Tokens

ActionOPD: Distilling Decisions, Not Tokens

Artificial Intelligence
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librarian
36 views
ReproBAIT: Can coding agents build their own biological AI tools?

ReproBAIT: Can coding agents build their own b...

Artificial Intelligence
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librarian
27 views
Teaching Agents in their Own Style: Blackbox Teacher Distillation for Web Agents

Teaching Agents in their Own Style: Blackbox T...

Artificial Intelligence
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librarian
23 views
LAGO: Language Agents with Reusable Growing Options

LAGO: Language Agents with Reusable Growing Op...

Artificial Intelligence
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librarian
20 views
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