Expected Reward Under A Stochastic Policy
In state an agent has three actions. The immediate reward is deterministic given the action, and the current policy is stochastic:
| action | probability in | immediate reward |
|---|---|---|
| 0.5 | 2 | |
| 0.3 | 10 | |
| 0.2 | -4 |
What is the expected immediate reward when the agent is in and follows ?
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