Search Results for author: Ruitao Chen

Found 4 papers, 2 papers with code

The Power of Active Multi-Task Learning in Reinforcement Learning from Human Feedback

no code implementations18 May 2024 Ruitao Chen, LiWei Wang

We demonstrate that the sample complexity of source tasks in multi-task RLHF can be reduced by considering task relevance and allocating different sample sizes to source tasks with varying task relevance.

Multi-Task Learning Representation Learning

Real3D-AD: A Dataset of Point Cloud Anomaly Detection

1 code implementation NeurIPS 2023 Jiaqi Liu, Guoyang Xie, Ruitao Chen, Xinpeng Li, Jinbao Wang, Yong liu, Chengjie Wang, Feng Zheng

High-precision point cloud anomaly detection is the gold standard for identifying the defects of advancing machining and precision manufacturing.

3D Anomaly Detection

Monte Carlo Policy Gradient Method for Binary Optimization

1 code implementation3 Jul 2023 Cheng Chen, Ruitao Chen, Tianyou Li, Ruichen Ao, Zaiwen Wen

Binary optimization has a wide range of applications in combinatorial optimization problems such as MaxCut, MIMO detection, and MaxSAT.

Combinatorial Optimization Stochastic Optimization

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