Fanqi Kong

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upvoted a paper 29 days ago

RAGEN-2: Reasoning Collapse in Agentic RL

Paper • 2604.06268 • Published Apr 7 • 66

upvoted a paper about 1 month ago

The Latent Space: Foundation, Evolution, Mechanism, Ability, and Outlook

Paper • 2604.02029 • Published Apr 2 • 147

upvoted a paper 2 months ago

InfoPO: Information-Driven Policy Optimization for User-Centric Agents

Paper • 2603.00656 • Published Feb 28 • 9

upvoted 2 papers 3 months ago

AutoWebWorld: Synthesizing Infinite Verifiable Web Environments via Finite State Machines

Paper • 2602.14296 • Published Feb 15 • 51

AOrchestra: Automating Sub-Agent Creation for Agentic Orchestration

Paper • 2602.03786 • Published Feb 3 • 90

upvoted 2 papers 4 months ago

Evolving Programmatic Skill Networks

Paper • 2601.03509 • Published Jan 7 • 88

TongSIM: A General Platform for Simulating Intelligent Machines

Paper • 2512.20206 • Published Dec 23, 2025 • 28

upvoted a paper 5 months ago

AutoEnv: Automated Environments for Measuring Cross-Environment Agent Learning

Paper • 2511.19304 • Published Nov 24, 2025 • 92

upvoted 6 papers 6 months ago

Reasoning via Video: The First Evaluation of Video Models' Reasoning Abilities through Maze-Solving Tasks

Paper • 2511.15065 • Published Nov 19, 2025 • 78

Enhancing LLM-Based Social Bot via an Adversarial Learning Framework

Paper • 2508.17711 • Published Aug 25, 2025 • 1

InteractComp: Evaluating Search Agents With Ambiguous Queries

Paper • 2510.24668 • Published Oct 28, 2025 • 99

Learning to Balance Altruism and Self-interest Based on Empathy in Mixed-Motive Games

Paper • 2410.07863 • Published Oct 10, 2024 • 1

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

Paper • 2510.23587 • Published Oct 27, 2025 • 67

ReCode: Unify Plan and Action for Universal Granularity Control

Paper • 2510.23564 • Published Oct 27, 2025 • 123

upvoted 2 papers 8 months ago

AEGIS: Automated Error Generation and Identification for Multi-Agent Systems

Paper • 2509.14295 • Published Sep 17, 2025 • 1

The Landscape of Agentic Reinforcement Learning for LLMs: A Survey

Paper • 2509.02547 • Published Sep 2, 2025 • 238

upvoted a paper 11 months ago

SIV-Bench: A Video Benchmark for Social Interaction Understanding and Reasoning

Paper • 2506.05425 • Published Jun 5, 2025 • 2

upvoted a paper 12 months ago

MLE-Dojo: Interactive Environments for Empowering LLM Agents in Machine Learning Engineering

Paper • 2505.07782 • Published May 12, 2025 • 19