University of Wisconsin - Madison

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jungtaekkim authored a paper 8 days ago

Exploration and Exploitation Errors Are Measurable for Language Model Agents

jpark677 submitted a paper 9 days ago

Exploration and Exploitation Errors Are Measurable for Language Model Agents

gabeorlanski submitted a paper 29 days ago

SlopCodeBench: Benchmarking How Coding Agents Degrade Over Long-Horizon Iterative Tasks

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Papers

Exploration and Exploitation Errors Are Measurable for Language Model Agents

SlopCodeBench: Benchmarking How Coding Agents Degrade Over Long-Horizon Iterative Tasks

View all Papers

submitted a paper to Daily Papers 9 days ago

Exploration and Exploitation Errors Are Measurable for Language Model Agents

Paper • 2604.13151 • Published 11 days ago • 24

submitted a paper to Daily Papers 29 days ago

SlopCodeBench: Benchmarking How Coding Agents Degrade Over Long-Horizon Iterative Tasks

Paper • 2603.24755 • Published about 1 month ago • 30

updated a model about 1 month ago

uw-madison/mnemodyn

Updated Mar 24 • 1

submitted a paper to Daily Papers about 1 month ago

Understanding Behavior Cloning with Action Quantization

Paper • 2603.20538 • Published Mar 20 • 2

published a model about 1 month ago

uw-madison/mnemodyn

Updated Mar 24 • 1

submitted a paper to Daily Papers about 1 month ago

Breaking the Capability Ceiling of LLM Post-Training by Reintroducing Markov States

Paper • 2603.19987 • Published Mar 20 • 9

authored a paper about 2 months ago

CHAMMI-75: pre-training multi-channel models with heterogeneous microscopy images

Paper • 2512.20833 • Published Dec 23, 2025

submitted a paper to Daily Papers about 2 months ago

TAPE: Tool-Guided Adaptive Planning and Constrained Execution in Language Model Agents

Paper • 2602.19633 • Published Feb 23 • 8

authored a paper about 2 months ago

SkillOrchestra: Learning to Route Agents via Skill Transfer

Paper • 2602.19672 • Published Feb 23 • 58

submitted a paper to Daily Papers about 2 months ago

SkillOrchestra: Learning to Route Agents via Skill Transfer

Paper • 2602.19672 • Published Feb 23 • 58

authored a paper 2 months ago

OPUS: Towards Efficient and Principled Data Selection in Large Language Model Pre-training in Every Iteration

Paper • 2602.05400 • Published Feb 5 • 352

authored a paper 2 months ago

OPUS: Towards Efficient and Principled Data Selection in Large Language Model Pre-training in Every Iteration

Paper • 2602.05400 • Published Feb 5 • 352

submitted a paper to Daily Papers 2 months ago

OPUS: Towards Efficient and Principled Data Selection in Large Language Model Pre-training in Every Iteration

Paper • 2602.05400 • Published Feb 5 • 352

authored a paper 2 months ago

Thinking Makes LLM Agents Introverted: How Mandatory Thinking Can Backfire in User-Engaged Agents

Paper • 2602.07796 • Published Feb 8 • 7

submitted a paper to Daily Papers 2 months ago

Thinking Makes LLM Agents Introverted: How Mandatory Thinking Can Backfire in User-Engaged Agents

Paper • 2602.07796 • Published Feb 8 • 7

authored a paper 3 months ago

Towards Reducible Uncertainty Modeling for Reliable Large Language Model Agents

Paper • 2602.05073 • Published Feb 4 • 11

submitted a paper to Daily Papers 3 months ago

Towards Reducible Uncertainty Modeling for Reliable Large Language Model Agents

Paper • 2602.05073 • Published Feb 4 • 11

authored a paper 3 months ago

Multimodal Datasets with Controllable Mutual Information

Paper • 2510.21686 • Published Oct 24, 2025 • 1

authored a paper 3 months ago

The Side Effects of Being Smart: Safety Risks in MLLMs' Multi-Image Reasoning

Paper • 2601.14127 • Published Jan 20 • 5

authored a paper 6 months ago

Beyond Accuracy: Dissecting Mathematical Reasoning for LLMs Under Reinforcement Learning

Paper • 2506.04723 • Published Jun 5, 2025 • 1