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Collections including paper arxiv:2607.13104

Agentic Reinforcement Learning

SEED: Self-Evolving On-Policy Distillation for Agentic Reinforcement Learning

Paper • 2607.14777 • Published 11 days ago • 102
Self-Improvements in Modern Agentic Systems: A Survey

Paper • 2607.13104 • Published 13 days ago • 31
Loop the Loopies!

Paper • 2607.16051 • Published 10 days ago • 71
When Does Muon Help Agentic Reinforcement Learning?

Paper • 2607.16169 • Published 10 days ago • 14

Self Supervision

Self-Supervised Prompt Optimization

Paper • 2502.06855 • Published Feb 7, 2025 • 18
Context Learning for Multi-Agent Discussion

Paper • 2602.02350 • Published Feb 2 • 4
XSkill: Continual Learning from Experience and Skills in Multimodal Agents

Paper • 2603.12056 • Published 26 days ago • 34
Online Experiential Learning for Language Models

Paper • 2603.16856 • Published Mar 17 • 60

Large Language Models Orchestrating Structured Reasoning Achieve Kaggle Grandmaster Level

Paper • 2411.03562 • Published Nov 5, 2024 • 70
Training Language Models for Social Deduction with Multi-Agent Reinforcement Learning

Paper • 2502.06060 • Published Feb 9, 2025 • 37
MLGym: A New Framework and Benchmark for Advancing AI Research Agents

Paper • 2502.14499 • Published Feb 20, 2025 • 196
SurveyX: Academic Survey Automation via Large Language Models

Paper • 2502.14776 • Published Feb 20, 2025 • 100

paper_seminar_260708

LoomVideo: Unifying Multimodal Inputs into Video Generation and Editing

Paper • 2606.06042 • Published Jun 4 • 24
Optimizing Visual Generative Models via Distribution-wise Rewards

Paper • 2607.02291 • Published 25 days ago • 18
Harness Handbook: Making Evolving Agent Harnesses Readable,Navigable, and Editable

Paper • 2607.13285 • Published 13 days ago • 226
Self-Improvements in Modern Agentic Systems: A Survey

Paper • 2607.13104 • Published 13 days ago • 31

Self correction

Self-Taught Self-Correction for Small Language Models

Paper • 2503.08681 • Published Mar 11, 2025 • 16
Learning from Failures: Correction-Oriented Policy Optimization with Verifiable Rewards

Paper • 2605.14539 • Published May 14 • 8
SEED: Self-Evolving On-Policy Distillation for Agentic Reinforcement Learning

Paper • 2607.14777 • Published 11 days ago • 102
Self-Improvements in Modern Agentic Systems: A Survey

Paper • 2607.13104 • Published 13 days ago • 31

Agentic Reinforcement Learning

SEED: Self-Evolving On-Policy Distillation for Agentic Reinforcement Learning

Paper • 2607.14777 • Published 11 days ago • 102
Self-Improvements in Modern Agentic Systems: A Survey

Paper • 2607.13104 • Published 13 days ago • 31
Loop the Loopies!

Paper • 2607.16051 • Published 10 days ago • 71
When Does Muon Help Agentic Reinforcement Learning?

Paper • 2607.16169 • Published 10 days ago • 14

paper_seminar_260708

LoomVideo: Unifying Multimodal Inputs into Video Generation and Editing

Paper • 2606.06042 • Published Jun 4 • 24
Optimizing Visual Generative Models via Distribution-wise Rewards

Paper • 2607.02291 • Published 25 days ago • 18
Harness Handbook: Making Evolving Agent Harnesses Readable,Navigable, and Editable

Paper • 2607.13285 • Published 13 days ago • 226
Self-Improvements in Modern Agentic Systems: A Survey

Paper • 2607.13104 • Published 13 days ago • 31

Self Supervision

Self-Supervised Prompt Optimization

Paper • 2502.06855 • Published Feb 7, 2025 • 18
Context Learning for Multi-Agent Discussion

Paper • 2602.02350 • Published Feb 2 • 4
XSkill: Continual Learning from Experience and Skills in Multimodal Agents

Paper • 2603.12056 • Published 26 days ago • 34
Online Experiential Learning for Language Models

Paper • 2603.16856 • Published Mar 17 • 60

Self correction

Self-Taught Self-Correction for Small Language Models

Paper • 2503.08681 • Published Mar 11, 2025 • 16
Learning from Failures: Correction-Oriented Policy Optimization with Verifiable Rewards

Paper • 2605.14539 • Published May 14 • 8
SEED: Self-Evolving On-Policy Distillation for Agentic Reinforcement Learning

Paper • 2607.14777 • Published 11 days ago • 102
Self-Improvements in Modern Agentic Systems: A Survey

Paper • 2607.13104 • Published 13 days ago • 31

Large Language Models Orchestrating Structured Reasoning Achieve Kaggle Grandmaster Level

Paper • 2411.03562 • Published Nov 5, 2024 • 70
Training Language Models for Social Deduction with Multi-Agent Reinforcement Learning

Paper • 2502.06060 • Published Feb 9, 2025 • 37
MLGym: A New Framework and Benchmark for Advancing AI Research Agents

Paper • 2502.14499 • Published Feb 20, 2025 • 196
SurveyX: Academic Survey Automation via Large Language Models

Paper • 2502.14776 • Published Feb 20, 2025 • 100

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