Reinforcement Learning An Introduction

Artificial Intelligence in Combat Decision-Making: Weapon Target Assignment via Reinforcement Learning and Graph Neural Networks

Abstract: Selecting targets to attack and assigning weapons are among the most critical decisions on the battlefield. The decision problem is represented as a dynamic weapon-target assignment (DWTA) ...

The Man Behind AlphaGo Thinks AI Is Taking the Wrong Path

In 2016, an AI program he developed at Google DeepMind, AlphaGo, taught itself to play the famously difficult game of Go with ...

IEEE

Practical Reinforcement Learning Using Time-Efficient Model-Based Policy Optimization

Abstract: In this paper, we propose practical model-based policy optimization (PMBPO) to address the time efficiency issue caused by overly frequent model updates in recent probabilistic model-based ...

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Artificial Intelligence in Combat Decision-Making: Weapon Target Assignment via Reinforcement Learning and Graph Neural Networks

The Man Behind AlphaGo Thinks AI Is Taking the Wrong Path

Practical Reinforcement Learning Using Time-Efficient Model-Based Policy Optimization

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