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Accessible Quantum Enforcement Learning
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Classroom Contents
Quantum Policy Gradient Algorithms for Reinforcement Learning
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- 1 Introduction
- 2 Reinforcement learning
- 3 Scenarios
- 4 parameterized quantum circuits
- 5 Accessible Quantum Enforcement Learning
- 6 Agent Environment Interaction
- 7 Previous work
- 8 Policy gradient training
- 9 Monte Carlo estimation
- 10 Quantum complexity
- 11 Quantum sampling
- 12 Numerical estimation
- 13 Smoothness
- 14 Questions from the audience
