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4. Apprentissage stratégique
2022-07-08 01:14:00 【C - - G】
Policy Gradient with Baseline
Policy Gradient
- BaseLine
- Monte Carlo Approximation
- Choices of Baselines
Choice 1: b=0
**Choice 2:b is state-value **
- b = VΠ（St）
- Policy Network
- Value Network
- Parameter Sharing
Reinforce with Baseline
- Updating the policy network
Advantage Actor-Critic（A2C）
Reinforce versus A2C
La structure du réseau est presque identique entre les deux , Les réseaux de valeur sont différents 
A2C with Multi-Step TD Target
one tep
Multi step
Reinforce with Baseline
versus
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