Tree-Aware Posterior Distillation for Long-Horizon Agentic Reinforcement Learning
Paper • 2610.23181 • Published • 35
Larry Saliencro
saliencro
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papers 5 months ago
Small Generalizable Prompt Predictive Models Can Steer Efficient RL Post-Training of Large Reasoning Models
Paper • 2602.01970 • Published • 7
Utility-Diversity Aware Online Batch Selection for LLM Supervised Fine-tuning
Paper • 2510.16882 • Published • 5
Fly-CL: A Fly-Inspired Framework for Enhancing Efficient Decorrelation and Reduced Training Time in Pre-trained Model-based Continual Representation Learning
Paper • 2510.16877 • Published • 5
FlyLoRA: Boosting Task Decoupling and Parameter Efficiency via Implicit Rank-Wise Mixture-of-Experts
Paper • 2510.08396 • Published • 6
Listwise Policy Optimization: Group-based RLVR as Target-Projection on the LLM Response Simplex
Paper • 2605.06139 • Published • 69