TRACE: A Unified Rollout Budget Allocation Framework for Efficient Agentic Reinforcement Learning
Paper • 2606.11119 • Published • 17
Larry Saliencro
saliencro
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upvoted a paper 15 days ago
Utility-Diversity Aware Online Batch Selection for LLM Supervised
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upvoted a paper 3 days ago
upvoted 5
papers 15 days ago
Small Generalizable Prompt Predictive Models Can Steer Efficient RL Post-Training of Large Reasoning Models
Paper • 2602.01970 • Published • 5
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 • 4
FlyLoRA: Boosting Task Decoupling and Parameter Efficiency via Implicit Rank-Wise Mixture-of-Experts
Paper • 2510.08396 • Published • 5
Listwise Policy Optimization: Group-based RLVR as Target-Projection on the LLM Response Simplex
Paper • 2605.06139 • Published • 69