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@ -89,7 +89,7 @@ We can also observe that ReAct outperforms CoT on Fever and lags behind CoT on H
Prompting methods that combine and support switching between ReAct and CoT+Self-Consistency generally outperform all the other prompting methods. Prompting methods that combine and support switching between ReAct and CoT+Self-Consistency generally outperform all the other prompting methods.
## Results on Knowledge-Intensive Tasks ## Results on Decision Making Tasks
The paper also reports results demonstrating ReAct's performance on decision making tasks. ReAct is evaluated on two benchmarks called [ALFWorld](https://alfworld.github.io/) (text-based game) and [WebShop](https://webshop-pnlp.github.io/) (online shopping website environment). Both involve complex environments that require reasoning to act and explore effectively. The paper also reports results demonstrating ReAct's performance on decision making tasks. ReAct is evaluated on two benchmarks called [ALFWorld](https://alfworld.github.io/) (text-based game) and [WebShop](https://webshop-pnlp.github.io/) (online shopping website environment). Both involve complex environments that require reasoning to act and explore effectively.