All drills

Learn Fast Dynamic Pricing using Reinforcement Learning

What you'll be able to do

Set prices that adapt to demand in real time — the strategy behind surge pricing, e-commerce, and inventory pricing.

RL pricing at Alibaba/Tmall; surge pricing (Uber, Lyft); airline/hotel revenue management; Amazon repricing.
Start this internship
Create an account to unlock the 4 sections, the workbench, and AskThili.
Begin

Sections

1. Learn Fast Dynamic Pricing using Reinforcement Learning
🔒 locked
2. Dynamic Pricing Problem
🔒 locked
3. REINFORCE Algorithm
🔒 locked
4. Training
🔒 locked

Dig deeper

📄Dynamic Pricing on E-commerce Platform with Deep RL: A Field Experiment (Liu et al., 2019)
paper
📄Dynamic Retail Pricing via Q-Learning (2024)
paper