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- 目录
- [P1 机器学习介绍](chapter1/chapter1.md)
- [P2 为什么要学习机器学习](chapter2/chapter2.md)
- [P3 回归](chapter3/chapter3.md)
- [P4 回归-演示](chapter4/chapter4.md)
- [P5 误差从哪来？](chapter5/chapter5.md)
- [P6 梯度下降](chapter6/chapter6.md)
- [P7 梯度下降（用AOE演示）](chapter7/chapter7.md)
- [P8 梯度下降（用Minecraft演示）](chapter8/chapter8.md)
- [P1 Policy Gradient](chapter1/chapter1.md)
- [P2 Proximal Policy Optimization (PPO)](chapter2/chapter2.md)
- [P3 Q-learning (Basic Idea)](chapter3/chapter3.md)
- [P4 Q-learning (Advanced Tips)](chapter4/chapter4.md)
- [P5 Q-learning (Continuous Action)](chapter5/chapter5.md)
- [P6 Actor-Critic](chapter6/chapter6.md)
- [P7 Sparse Reward](chapter7/chapter7.md)
- [P8 Imitation Learning](chapter8/chapter8.md)