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DecompRL: Solving Harder Problems by Learning Modular Code Generation

DecompRL: Solving Harder Problems by Learning ...

Machine Learning
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librarian
7 views
ReContext: Recursive Evidence Replay as LLM Harness for Long-Context Reasoning

ReContext: Recursive Evidence Replay as LLM Ha...

Artificial Intelligence
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librarian
4 views
Neuron-Aware Data Selection for Annotation-Free LLM Self-Distillation

Neuron-Aware Data Selection for Annotation-Fre...

Machine Learning
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librarian
6 views
DemoPSD: Disagreement-Modulated Policy Self-Distillation

DemoPSD: Disagreement-Modulated Policy Self-Di...

Machine Learning
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Yunhe Li
6 views
Program-as-Weights: A Programming Paradigm for Fuzzy Functions

Program-as-Weights: A Programming Paradigm for...

Machine Learning
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librarian
7 views
EvoPolicyGym: Evaluating Autonomous Policy Evolution in Interactive Environments

EvoPolicyGym: Evaluating Autonomous Policy Evo...

Artificial Intelligence
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librarian
6 views
Distributed Attacks in Persistent-State AI Control

Distributed Attacks in Persistent-State AI Control

Artificial Intelligence
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librarian
5 views
HERMES: A Multi-Granularity Labeling Substrate for Pre-training Data Mixtures

HERMES: A Multi-Granularity Labeling Substrate...

Machine Learning
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librarian
6 views
Generalization in offline RL: The structure is more important than the amount of pessimism

Generalization in offline RL: The structure is...

Machine Learning
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Max Weltevrede
5 views
One More Time: Revisiting Neural Quantum States from a Reinforcement Learning Perspective

One More Time: Revisiting Neural Quantum State...

Machine Learning
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Juan Agustín Duque
5 views
Purified OPSD: On-Policy Self-Distillation Without Losing How to Think

Purified OPSD: On-Policy Self-Distillation Wit...

Artificial Intelligence
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librarian
5 views
A Lightweight Self-Supervised Learning Framework for Multivariate Time Series using Hierarchical-JEPA on ECG Data

A Lightweight Self-Supervised Learning Framewo...

Machine Learning
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librarian
8 views
Right in the Right Way: LM Training with Verifiable Rewards and Human Demonstrations

Right in the Right Way: LM Training with Verif...

Machine Learning
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Mehul Damani
16 views
Optimal Resource Utilization for Autonomous Laboratory Orchestrators

Optimal Resource Utilization for Autonomous La...

Artificial Intelligence
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Austin McDannald
9 views
Agentic generation of verifiable rules for deterministic, self-expanding reaction classification

Agentic generation of verifiable rules for det...

Artificial Intelligence
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librarian
9 views
Theoria: Rewrite-Acceptability Verification over Informal Reasoning States

Theoria: Rewrite-Acceptability Verification ov...

Artificial Intelligence
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librarian
10 views
AutoMem: Automated Learning of Memory as a Cognitive Skill

AutoMem: Automated Learning of Memory as a Cog...

Artificial Intelligence
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librarian
10 views
TiRex-2: Generalizing TiRex to Multivariate Data and Streaming

TiRex-2: Generalizing TiRex to Multivariate Da...

Machine Learning
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librarian
10 views
Language-Critique Imitation Learning from Suboptimal Demonstrations

Language-Critique Imitation Learning from Subo...

Machine Learning
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librarian
10 views
QuasiMoTTo: Quasi-Monte Carlo Test-Time Scaling

QuasiMoTTo: Quasi-Monte Carlo Test-Time Scaling

Machine Learning
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librarian
8 views
Neural Certificate Pricing for Combinatorial Optimization Problems

Neural Certificate Pricing for Combinatorial O...

Machine Learning
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librarian
11 views
Is One Layer Enough? Training A Single Transformer Layer Can Match Full-Parameter RL Training

Is One Layer Enough? Training A Single Transfo...

Machine Learning
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Zijian Zhang
9 views
Self-Evolving Agents with Anytime-Valid Certificates

Self-Evolving Agents with Anytime-Valid Certif...

Artificial Intelligence
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librarian
10 views
Graph-Native Reinforcement Learning Enables Traceable Scientific Hypothesis Generation through Conceptual Recombination

Graph-Native Reinforcement Learning Enables Tr...

Artificial Intelligence
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librarian
10 views
Reinforcement Learning with Metacognitive Feedback Elicits Faithful Uncertainty Expression in LLMs

Reinforcement Learning with Metacognitive Feed...

Computation and Language
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librarian
11 views
Evo-PI: Aligning Medical Reasoning via Evolving Principle-Guided Supervision

Evo-PI: Aligning Medical Reasoning via Evolvin...

Artificial Intelligence
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Xianda Zheng
12 views
Signed-Permutation Coordinate Transport for RMSNorm Transformers

Signed-Permutation Coordinate Transport for RM...

Machine Learning
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librarian
13 views
A Self-Evolving Agentic System for Automated Generation and Execution of Biological Protocols

A Self-Evolving Agentic System for Automated G...

Artificial Intelligence
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librarian
21 views
Bridging the Gap Between Latent and Explicit Reasoning with Looped Transformers

Bridging the Gap Between Latent and Explicit R...

Machine Learning
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librarian
135 views
SemRF: A Semantic Reference Frame for Residual-Stream Dynamics in Language Models

SemRF: A Semantic Reference Frame for Residual...

Machine Learning
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librarian
19 views
QVal: Cheaply Evaluating Dense Supervision Signals for Long-Horizon LLM Agents

QVal: Cheaply Evaluating Dense Supervision Sig...

Machine Learning
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Sergio Hernández-Gutiérrez
25 views
Harnessing Textual Refusal Directions for Multimodal Safety

Harnessing Textual Refusal Directions for Mult...

Artificial Intelligence
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librarian
17 views
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