From 67dc1fc13e488dea008a949af240a7ee6d16e9d6 Mon Sep 17 00:00:00 2001
From: Haoran Pan <167847254+TPLin22@users.noreply.github.com>
Date: Wed, 5 Mar 2025 13:12:08 +0800
Subject: [PATCH] avoid selecting the same components too many times (#654)

---
 rdagent/scenarios/data_science/proposal/prompts.yaml | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/rdagent/scenarios/data_science/proposal/prompts.yaml b/rdagent/scenarios/data_science/proposal/prompts.yaml
index 044ece1c..5ca2acce 100644
--- a/rdagent/scenarios/data_science/proposal/prompts.yaml
+++ b/rdagent/scenarios/data_science/proposal/prompts.yaml
@@ -274,7 +274,7 @@ component_gen:
 
     You will be provided the feedback for the latest implementation.
 
-    Please select the component you are going to improve the latest implementation or sota implementation.
+    Please select the component you are going to improve the latest implementation or sota implementation. 
 
     Please generate the output in JSON format following the format below:
     {{ component_output_format }}
@@ -290,6 +290,7 @@ component_gen:
     {{ component_and_feedback_df }}
     
     Please choose the most proper component to focus on based on the information above. Please balance the exploration and exploitation.
+    Avoid selecting the same component more than 5 times in a row to ensure that the chosen component is not overly repetitive.
 
 
 exp_and_feedback: |-