- Consider the 1013 world shown in Figure 1. In the start state the agent has a choice of two deterministic actions, Up or Down, but in the other states the agent has one deterministic actions, Right. Assuming a discounted reward function.
- Compute the utility of each action as a function of .
setting the equations to solve for .
- Draw the utility of each action for the range 0 < 1 using Matlab or your familiar numerical analysis software.
- For, which action is recommended? Why?
We should go up. The utility is larger.
- Consider the following data set comprised of three binary input attributes (A1,A2 and A3) and one binary output:
- Compute Gain(A1).
.
- Compute Gain(A2).
- Compute Gain(A3).
- Conider the XOR function of three binary input attributes (A1,A2 and A3). Which produces the value 1 if and only if an odd number of the three input attributes has value 1.Draw a minimalsized decision tree for the three-input XOR
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