Performance improvement

Towards Uncertainty-Aware Language Agent

root January 28, 2024 0

The article presents the Uncertainty-Aware Language Agent (UALA), a new framework that leverages uncertainty quantification to improve the interaction between language agents and the external world. This approach overcomes the…

Artificial Intelligence Machine Learning

How to Fine-tune the Model: Unified Model Shift and Model Bias Policy Optimization

root September 25, 2023 0

This paper presents a method for improving model-based reinforcement learning (MBRL) algorithms by addressing issues related to model shift and model bias. The authors propose an optimization objective that unifies…

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Performance improvement

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