Ethan Williams

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upvoted a paper about 22 hours ago

Tree-Aware Posterior Distillation for Long-Horizon Agentic Reinforcement Learning

Paper • 2610.23181 • Published 4 days ago • 31

upvoted a paper 4 months ago

TRACE: A Unified Rollout Budget Allocation Framework for Efficient Agentic Reinforcement Learning

Paper • 2606.11119 • Published Jun 9 • 23

upvoted 5 papers 5 months ago

Listwise Policy Optimization: Group-based RLVR as Target-Projection on the LLM Response Simplex

Paper • 2605.06139 • Published May 7 • 69

Small Generalizable Prompt Predictive Models Can Steer Efficient RL Post-Training of Large Reasoning Models

Paper • 2602.01970 • Published Feb 2 • 7

Utility-Diversity Aware Online Batch Selection for LLM Supervised Fine-tuning

Paper • 2510.16882 • Published Oct 19, 2025 • 5

FlyLoRA: Boosting Task Decoupling and Parameter Efficiency via Implicit Rank-Wise Mixture-of-Experts

Paper • 2510.08396 • Published Oct 9, 2025 • 6

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 Oct 19, 2025 • 5