Adam Yanxiao Zhao

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upvoted a collection 5 months ago

LLM Reasoning Papers

Collection

Papers to improve reasoning capabilities of LLMs • 20 items • Updated Jan 15 • 122

upvoted a paper 5 months ago

A Simple and Provable Scaling Law for the Test-Time Compute of Large Language Models

Paper • 2411.19477 • Published Nov 29, 2024 • 6

upvoted 2 papers 6 months ago

The N+ Implementation Details of RLHF with PPO: A Case Study on TL;DR Summarization

Paper • 2403.17031 • Published Mar 24, 2024 • 6

Robot Utility Models: General Policies for Zero-Shot Deployment in New Environments

Paper • 2409.05865 • Published Sep 9, 2024 • 15

upvoted a paper 8 months ago

Diffusion Policy Policy Optimization

Paper • 2409.00588 • Published Sep 1, 2024 • 21

upvoted a paper 9 months ago

D5RL: Diverse Datasets for Data-Driven Deep Reinforcement Learning

Paper • 2408.08441 • Published Aug 15, 2024 • 8

upvoted 3 papers 11 months ago

On the Transformations across Reward Model, Parameter Update, and In-Context Prompt

Paper • 2406.16377 • Published Jun 24, 2024 • 12

FreeTraj: Tuning-Free Trajectory Control in Video Diffusion Models

Paper • 2406.16863 • Published Jun 24, 2024 • 11

TextGrad: Automatic "Differentiation" via Text

Paper • 2406.07496 • Published Jun 11, 2024 • 32

upvoted 2 papers about 1 year ago

Open RL Benchmark: Comprehensive Tracked Experiments for Reinforcement Learning

Paper • 2402.03046 • Published Feb 5, 2024 • 6

Snapshot Reinforcement Learning: Leveraging Prior Trajectories for Efficiency

Paper • 2403.00673 • Published Mar 1, 2024 • 1