Motoki Wu PRO

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upvoted a collection 14 days ago

PromptMII

Collection

Prompt-MII: Meta-Learning Instruction Induction for LLMs. Link to paper: https://arxiv.org/abs/2510.16932 • 4 items • Updated 27 days ago • 2

upvoted a paper about 1 month ago

Group Sequence Policy Optimization

Paper • 2507.18071 • Published Jul 24 • 308

upvoted an article about 1 month ago

view article

Article

mem-agent: Equipping LLM Agents with Memory Using RL

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Oct 9

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32

upvoted a paper about 1 month ago

Agentic Context Engineering: Evolving Contexts for Self-Improving Language Models

Paper • 2510.04618 • Published Oct 6 • 120

upvoted a collection about 2 months ago

Qwen3-Omni

Collection

6 items • Updated Oct 9 • 164

upvoted 2 papers 2 months ago

Why Language Models Hallucinate

Paper • 2509.04664 • Published Sep 4 • 192

The Landscape of Agentic Reinforcement Learning for LLMs: A Survey

Paper • 2509.02547 • Published Sep 2 • 224

upvoted 3 papers 3 months ago

R-4B: Incentivizing General-Purpose Auto-Thinking Capability in MLLMs via Bi-Mode Annealing and Reinforce Learning

Paper • 2508.21113 • Published Aug 28 • 109

Breaking the Exploration Bottleneck: Rubric-Scaffolded Reinforcement Learning for General LLM Reasoning

Paper • 2508.16949 • Published Aug 23 • 22

AgentFly: Fine-tuning LLM Agents without Fine-tuning LLMs

Paper • 2508.16153 • Published Aug 22 • 154

upvoted a collection 3 months ago

NVIDIA Nemotron V2

Collection

Open, Production-ready Enterprise Models. Nvidia Open Model license. • 9 items • Updated 3 days ago • 82

upvoted 8 papers 3 months ago

SSRL: Self-Search Reinforcement Learning

Paper • 2508.10874 • Published Aug 14 • 94

Pass@k Training for Adaptively Balancing Exploration and Exploitation of Large Reasoning Models

Paper • 2508.10751 • Published Aug 14 • 28

On the Generalization of SFT: A Reinforcement Learning Perspective with Reward Rectification

Paper • 2508.05629 • Published Aug 7 • 178

Feedback-Driven Tool-Use Improvements in Large Language Models via Automated Build Environments

Paper • 2508.08791 • Published Aug 12 • 16

Efficient Agents: Building Effective Agents While Reducing Cost

Paper • 2508.02694 • Published Jul 24 • 85

Agent Lightning: Train ANY AI Agents with Reinforcement Learning

Paper • 2508.03680 • Published Aug 5 • 119

Cognitive Kernel-Pro: A Framework for Deep Research Agents and Agent Foundation Models Training

Paper • 2508.00414 • Published Aug 1 • 91

Beyond the Trade-off: Self-Supervised Reinforcement Learning for Reasoning Models' Instruction Following

Paper • 2508.02150 • Published Aug 4 • 36

upvoted a paper 4 months ago

CUDA-L1: Improving CUDA Optimization via Contrastive Reinforcement Learning

Paper • 2507.14111 • Published Jul 18 • 23