Merlin Wang

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upvoted a paper 6 months ago

A Survey of Self-Evolving Agents: On Path to Artificial Super Intelligence

Paper • 2507.21046 • Published Jul 28, 2025 • 83

upvoted a collection 7 months ago

PAPO-Qwen

Collection

PAPO Official Release • 8 items • Updated Dec 7, 2025 • 5

upvoted 2 papers 7 months ago

Perception-Aware Policy Optimization for Multimodal Reasoning

Paper • 2507.06448 • Published Jul 8, 2025 • 48

Agent KB: Leveraging Cross-Domain Experience for Agentic Problem Solving

Paper • 2507.06229 • Published Jul 8, 2025 • 76

upvoted a paper 8 months ago

AdaCtrl: Towards Adaptive and Controllable Reasoning via Difficulty-Aware Budgeting

Paper • 2505.18822 • Published May 24, 2025 • 15

upvoted 2 papers 9 months ago

ToolRL: Reward is All Tool Learning Needs

Paper • 2504.13958 • Published Apr 16, 2025 • 48

OTC: Optimal Tool Calls via Reinforcement Learning

Paper • 2504.14870 • Published Apr 21, 2025 • 35

upvoted a paper 10 months ago

Harnessing the Reasoning Economy: A Survey of Efficient Reasoning for Large Language Models

Paper • 2503.24377 • Published Mar 31, 2025 • 18

upvoted a paper over 1 year ago

Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering

Paper • 2410.15999 • Published Oct 21, 2024 • 20