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Description 🔈

Welcome to the bpp wiki!

This project is for the Online 3D-Bin Packing Problem based on Constrained DRL.

Terminology 🧑‍🔬

• CMDP (Constrained Markov Decision Process)
• Constrained DRL
• Actor-Critic Framework with Kronecker-Factored Trusted Region (ACKTR)
• Monte Carlo Tree Search (MCTS)

Reference 📖

Online 3D Bin Packing with Constrained Deep Reinforcement Learning