Assignment - 1

CARTOON

P.S. Don't you ever dare tell robot anything "SARCASTICALLY".

TASK IDENTIFICATION

	Deterministic vs. Stochastic	Episodic vs. Sequential	Static vs. Dynamic	Discrete vs. Continuous	Fully observable vs. Partially observable	Single agent vs. Multiagent

Playing soccer	Stochastic	Sequential	Dynamic	Continuous	Partially observable	Multiagent
Brushing your teeth	Deterministic	Sequential	Static	Continuous	Fully observable	Single agent
Playing a tennis match	Stochastic	Sequential	Dynamic	Continuous	Partially observable	Multiagent
Practicing tennis against a wall	Stochastic	Sequential	Dynamic	Continuous	Fully observable	Single agent
Deciding what item to take at hostel lunch	Deterministic	Episodic	Static	Discrete	Fully observable	Single agent

Reasons for labels for playing soccer

Stochastic because next state of the environment is not determined by only current state and the action executed by the agent, it also depends on other agents/players.
Sequential because the current decision could affect all future decisions. Ex- if the agent kicks the ball and ball goes to other team then the agent will aim to get the ball otherwise it will aim to help its team member to goal.
Dynamic because while the agent is playing, other players are also playing and moving and so the agent dithers about what to do next.
Continuous because it is continuous-state and continuous-time problem: the speed and location of the ball and of the other players sweep through a range of continuous values and do so smoothly over time.
Partially observable because action of other players like players behind him may not be known to him which may be relevant for his current action.
Multiagent as it is a game of two or more players.

Submitted by-
Priyanka Harlalka
Roll - 11542
Dept - CSE