Peixian Ma

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upvoted a paper 23 days ago

A Survey of Data Agents: Emerging Paradigm or Overstated Hype?

Paper • 2510.23587 • Published 24 days ago • 65

upvoted 2 papers about 1 month ago

Training-Free Group Relative Policy Optimization

Paper • 2510.08191 • Published Oct 9 • 44

Agent Learning via Early Experience

Paper • 2510.08558 • Published Oct 9 • 263

upvoted 2 papers about 2 months ago

Scaling Generalist Data-Analytic Agents

Paper • 2509.25084 • Published Sep 29 • 18

TTRL: Test-Time Reinforcement Learning

Paper • 2504.16084 • Published Apr 22 • 120

upvoted a collection about 2 months ago

Reading List of Motivated Papers

Collection

Toward Agentic Data Science and Analytic • 8 items • Updated Oct 1 • 1

upvoted a paper about 2 months ago

Think-on-Graph 3.0: Efficient and Adaptive LLM Reasoning on Heterogeneous Graphs via Multi-Agent Dual-Evolving Context Retrieval

Paper • 2509.21710 • Published Sep 26 • 18

upvoted 4 papers 2 months ago

FlowRL: Matching Reward Distributions for LLM Reasoning

Paper • 2509.15207 • Published Sep 18 • 113

A Survey of Reinforcement Learning for Large Reasoning Models

Paper • 2509.08827 • Published Sep 10 • 188

Revolutionizing Reinforcement Learning Framework for Diffusion Large Language Models

Paper • 2509.06949 • Published Sep 8 • 56

Reverse-Engineered Reasoning for Open-Ended Generation

Paper • 2509.06160 • Published Sep 7 • 148

upvoted 3 papers 3 months ago

VerlTool: Towards Holistic Agentic Reinforcement Learning with Tool Use

Paper • 2509.01055 • Published Sep 1 • 73

rStar2-Agent: Agentic Reasoning Technical Report

Paper • 2508.20722 • Published Aug 28 • 115

Agent Lightning: Train ANY AI Agents with Reinforcement Learning

Paper • 2508.03680 • Published Aug 5 • 120

upvoted 2 papers 5 months ago

A Technical Study into Small Reasoning Language Models

Paper • 2506.13404 • Published Jun 16 • 8

Reinforcement Pre-Training

Paper • 2506.08007 • Published Jun 9 • 262

upvoted a collection 6 months ago

SQL-R1

Collection

[NeurIPS'25] Official Huggingface Repository for "SQL-R1: Training Natural Language to SQL Reasoning Model By Reinforcement Learning" • 5 items • Updated Sep 29 • 3

upvoted a paper 7 months ago

SQL-R1: Training Natural Language to SQL Reasoning Model By Reinforcement Learning

Paper • 2504.08600 • Published Apr 11 • 31