Search Results for author: Jiawei Guo

Found 4 papers, 2 papers with code

ACE : Off-Policy Actor-Critic with Causality-Aware Entropy Regularization

no code implementations22 Feb 2024 Tianying Ji, Yongyuan Liang, Yan Zeng, Yu Luo, Guowei Xu, Jiawei Guo, Ruijie Zheng, Furong Huang, Fuchun Sun, Huazhe Xu

The varying significance of distinct primitive behaviors during the policy learning process has been overlooked by prior model-free RL algorithms.

Continuous Control Efficient Exploration

Kun: Answer Polishment for Chinese Self-Alignment with Instruction Back-Translation

1 code implementation12 Jan 2024 Tianyu Zheng, Shuyue Guo, Xingwei Qu, Jiawei Guo, Weixu Zhang, Xinrun Du, Qi Jia, Chenghua Lin, Wenhao Huang, Wenhu Chen, Jie Fu, Ge Zhang

In this paper, we introduce Kun, a novel approach for creating high-quality instruction-tuning datasets for large language models (LLMs) without relying on manual annotations.

Instruction Following Translation

A practical PINN framework for multi-scale problems with multi-magnitude loss terms

1 code implementation13 Aug 2023 Yong Wang, Yanzhong Yao, Jiawei Guo, Zhiming Gao

The proposed methods not only significantly outperform the conventional PINN method in terms of computational efficiency and computational accuracy, but also compare favorably with the state-of-the-art methods in the recent literature.

Computational Efficiency

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