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Neural Nets for NLP 2017 - Reinforcement Learning
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- 1 Intro
- 2 What is reinforcement learning
- 3 Examples of reinforcement learning
- 4 Supervised Learning
- 5 Self Training
- 6 Policy Gradient
- 7 Credit assignment
- 8 Problem
- 9 Baseline
- 10 Calculating the baseline
- 11 Increasing batch size
- 12 Reinforcement Learning
- 13 Runthrough
- 14 Valuebased reinforcement learning
- 15 Estimating value functions
- 16 Exploration vs exploitation
- 17 Reinforcement learning examples
- 18 Dialogue
- 19 User simulators
- 20 Actions in spaces
