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Update train_agent.md (#1257)

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docs/introduction/train_agent.md
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@@ -105,7 +105,7 @@ class BlackjackAgent:
## Training the agent
To train the agent, we will let the agent play one episode (one complete game is called an episode) at a time and then update it's Q-values after each episode. The agent will have to experience a lot of episodes to explore the environment sufficiently.
To train the agent, we will let the agent play one episode (one complete game is called an episode) at a time and update it's Q-values after each action taken during the episode. The agent will have to experience a lot of episodes to explore the environment sufficiently.
```python
# hyperparameters