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怎样提升智能体在WebShop场景的购买决策准确率?

2025-08-30 1.5 K

电商场景专项优化指南

Phased implementation of the program:

  1. Data preparation:下载Huggingface数据集CharlieDreemur/OpenManus-RL-GRPO作为基础训练集
  2. 奖励设计:fulfillment--reward_funcs click_accuracy purchase_rate强化关键行为
  3. 策略调优:existweb_shop.yaml配置中设置分层奖励衰减系数(推荐0.9-0.95)

验证方法:运行--benchmark WebShopGenerate a file containing页面跳转效率cap (a poem)购物车转化率的详细报告。建议结合历史行为数据构建用户画像增强个性化推荐。

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