Online Experiential Learning for Language Models
Paper • 2603.16856 • Published • 59
Continual Learning
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On Token's Dilemma: Dynamic MoE with Drift-Aware Token Assignment for Continual Learning of Large Vision Language Models
Paper • 2603.27481 • Published • 32 -
Rethinking Continual Experience Internalization for Self-Evolving LLM Agents
Paper • 2606.04703 • Published • 27 -
Recurrent Harness for Agentic Continual Learning
Paper • 2610.12668 • Published • 15 -
Continual Learning Exam: Benchmarking Long-Horizon RSI and Experiential Learning in LLM Agents
Paper • 2610.33956 • Published • 35 -
Harness-Model Collaboration for Long-Horizon Continual Learning
Paper • 2610.34724 • Published • 11