The Recommending Agricultural Product Sales Promotion Mode in E-Commerce Using Reinforcement Learning with Contextual Multiarmed Bandit Algorithms

<table class="table-group" id="tab3"><tr><td><table class="table"><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr class="thead"><td class="align_left">Action type</td><td class="align_center">Score</td><td class="align_center">Description</td></tr><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr><td class="align_left">Click on the product</td><td class="align_center">1</td><td class="align_center">Write a score when you click to enter the product page</td></tr><tr><td class="align_left">Adding to shopping cart</td><td class="align_center">Product price multiplied by coefficient</td><td class="align_center">When adding a product into the shopping cart, write a score</td></tr><tr><td class="align_left">Shopping cart checkout</td><td class="align_center">Commodity price multiplied by coefficient</td><td class="align_center">Write the product price into a score when the shopping cart is checked out</td></tr><tr class="table-tr"><td colspan="3"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Simulated user website action score.</div>

Mathematical Problems in Engineering

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Table 3: The Recommending Agricultural Product Sales Promotion Mode in E-Commerce Using Reinforcement Learning with Contextual Multiarmed Bandit Algorithms 

Table 3 | The Recommending Agricultural Product Sales Promotion Mode in E-Commerce Using Reinforcement Learning with Contextual Multiarmed Bandit Algorithms 