Can Large Language Model Agents Learn by Watching Tutorial Videos? Paper • 2611.01460 • Published 15 days ago • 7
Continual Learning Exam: Benchmarking Long-Horizon RSI and Experiential Learning in LLM Agents Paper • 2610.33956 • Published 22 days ago • 36
Memento 3: Model-Based Recursive Self-Improvement through Reflective Rulebooks Paper • 2610.11794 • Published Oct 8 • 38
Evolve to Inspire: Novelty Search for Diverse Image Generation Paper • 2511.00686 • Published Nov 1, 2025 • 1
Improving Diffusion Planners by Self-Supervised Action Gating with Energies Paper • 2603.02650 • Published May 31 • 1
The information geometry of large language models is shared, learned, and controllable Paper • 2609.11063 • Published Sep 10 • 6
DoTime: A Synthetic Benchmark Generator for Interventional and Counterfactual Time Series Paper • 2607.27263 • Published Jul 29
Reasoning Arena: Trace Tournaments When Verifiable Rewards Fall Short Paper • 2606.09380 • Published Jun 8 • 11
SEW: Self-Evolving Agentic Workflows for Automated Code Generation Paper • 2505.18646 • Published May 24, 2025 • 1
A Comprehensive Survey of Self-Evolving AI Agents: A New Paradigm Bridging Foundation Models and Lifelong Agentic Systems Paper • 2508.07407 • Published Aug 10, 2025 • 102
Thinking in Frames: How Visual Context and Test-Time Scaling Empower Video Reasoning Paper • 2601.21037 • Published Jan 28 • 15
Reasoning Arena: Trace Tournaments When Verifiable Rewards Fall Short Paper • 2606.09380 • Published Jun 8 • 11
GDSD: Reinforcement Learning as Guided Denoiser Self-Distillation for Diffusion Language Models Paper • 2605.29398 • Published May 28 • 5
GDSD: Reinforcement Learning as Guided Denoiser Self-Distillation for Diffusion Language Models Paper • 2605.29398 • Published May 28 • 5