Question
2 |
Playing soccer |
Brushing your teeth |
Playing a tennis match |
Practicing tennis against a
wall |
Deciding what item to take
at hostel lunch |
Deterministic vs.
stochastic. |
Stochastic |
Deterministic |
Stochastic |
Deterministic |
Stochastic |
Episodic vs. sequential. |
Sequential |
Episodic |
Sequential |
Sequential |
Sequential |
Static vs. dynamic. |
Dynamic |
Static |
Dynamic |
Static |
Dynamic |
Discrete vs. continuous. |
Continuous |
Continuous |
Continuous |
Continuous |
Discrete |
Fully observable vs.
partially observable. |
Partially Observable |
Fully observable |
Fully observable |
Fully observable |
Fully observable |
Single agent vs.
multiagent. |
Multi-agent |
Single agent |
Multi-agent |
Single agent |
Multi agent |
Reasons for
categorizing the task: Deciding what item to take at hostel lunch |
Stochastic |
The result of
going to the mess (getting a particular food item) might change as we are
taking time to think about it (as some other student might finish the item we
chose initially). |
Sequential |
Our previous action (e.g.:Taking rice or not)
might affect our next choice (e.g.:Taking dal or not). |
Dynamic |
The availability of menu items might change
over a period of time as other students might exhaust certain items. |
Discrete |
Only the choice is being decided (not the
quantities) which have finite number of possibilities. Thus, the choices are
discrete. |
Fully observable |
All the menu items can be seen from a single
vantage point and that is the complete information needed to describe the
state of the system. |
Multi agent |
There are other people choosing their food too,
and that might affect the availability of certain items, which in turn
affects our decision. |
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