UIUC ScaleML Lab

university

https://scaleml.github.io/

AI & ML interests

None defined yet.

Recent Activity

FlippyDora submitted a paper 7 days ago

Predictive Divergence Masks for LLM RL

JackBAI authored a paper about 2 months ago

AsyncWebRL: Efficient Multi-Step RL for Visual Web Agents

JackBAI submitted a paper about 2 months ago

AsyncWebRL: Efficient Multi-Step RL for Visual Web Agents

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Papers

Lean4Agent: Formal Modeling and Verification for Agent Workflow and Trajectory

AgentSPEX: An Agent SPecification and EXecution Language

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submitted a paper to Daily Papers 7 days ago

Predictive Divergence Masks for LLM RL

Paper • 2607.10848 • Published 19 days ago • 11

authored a paper about 2 months ago

AsyncWebRL: Efficient Multi-Step RL for Visual Web Agents

Paper • 2606.05597 • Published Jun 4 • 4

submitted a paper to Daily Papers about 2 months ago

AsyncWebRL: Efficient Multi-Step RL for Visual Web Agents

Paper • 2606.05597 • Published Jun 4 • 4

RickyDeSkywalker

submitted a paper to Daily Papers about 2 months ago

Lean4Agent: Formal Modeling and Verification for Agent Workflow and Trajectory

Paper • 2606.06523 • Published Jun 2 • 7

authored a paper about 2 months ago

OpenWebRL: Demystifying Online Multi-turn Reinforcement Learning for Visual Web Agents

Paper • 2606.02031 • Published Jun 1 • 22

submitted a paper to Daily Papers about 2 months ago

OpenWebRL: Demystifying Online Multi-turn Reinforcement Learning for Visual Web Agents

Paper • 2606.02031 • Published Jun 1 • 22

authored a paper 2 months ago

Orchard: An Open-Source Agentic Modeling Framework

Paper • 2605.15040 • Published May 14 • 21

authored a paper 3 months ago

Entropy-Regularized Process Reward Model

Paper • 2412.11006 • Published Dec 15, 2024 • 1

authored 3 papers 3 months ago

EscapeBench: Towards Advancing Creative Intelligence of Language Model Agents

Paper • 2412.13549 • Published Dec 18, 2024

GAR: Generative Adversarial Reinforcement Learning for Formal Theorem Proving

Paper • 2510.11769 • Published Oct 13, 2025 • 26

ERA: Transforming VLMs into Embodied Agents via Embodied Prior Learning and Online Reinforcement Learning

Paper • 2510.12693 • Published Oct 14, 2025 • 28

authored a paper 3 months ago

Active Prompting with Chain-of-Thought for Large Language Models

Paper • 2302.12246 • Published Feb 23, 2023

authored a paper 3 months ago

Supervised Fine-Tuning versus Reinforcement Learning: A Study of Post-Training Methods for Large Language Models

Paper • 2603.13985 • Published Mar 14 • 11

authored a paper 3 months ago

AgentSPEX: An Agent SPecification and EXecution Language

Paper • 2604.13346 • Published Apr 14 • 168

authored a paper 3 months ago

AgentSPEX: An Agent SPecification and EXecution Language

Paper • 2604.13346 • Published Apr 14 • 168

submitted a paper to Daily Papers 3 months ago

AgentSPEX: An Agent SPecification and EXecution Language

Paper • 2604.13346 • Published Apr 14 • 168

submitted a paper to Daily Papers 4 months ago

Adaptive Layerwise Perturbation: Unifying Off-Policy Corrections for LLM RL

Paper • 2603.19470 • Published Mar 19 • 3

submitted a paper to Daily Papers 5 months ago

Supervised Fine-Tuning versus Reinforcement Learning: A Study of Post-Training Methods for Large Language Models

Paper • 2603.13985 • Published Mar 14 • 11

authored a paper 5 months ago

GUI-Libra: Training Native GUI Agents to Reason and Act with Action-aware Supervision and Partially Verifiable RL

Paper • 2602.22190 • Published Feb 25 • 17

submitted a paper to Daily Papers 5 months ago

GUI-Libra: Training Native GUI Agents to Reason and Act with Action-aware Supervision and Partially Verifiable RL

Paper • 2602.22190 • Published Feb 25 • 17