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CptS 440 / 540 Artificial Intelligence - page 46 / 67

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Environment Examples

Fully observable vs. partially observable

Deterministic vs. stochastic / strategic

Episodic vs. sequential

Static vs. dynamic

Discrete vs. continuous

Single agent vs. multiagent

Environment

Observable

Deterministic

Episodic

Static

Discrete

Agents

Chess with a clock

Fully

Strategic

Sequential

Semi

Discrete

Multi

Chess without a clock

Fully

Strategic

Sequential

Static

Discrete

Multi

Poker

Partial

Strategic

Sequential

Static

Discrete

Multi

Backgammon

Fully

Stochastic

Sequential

Static

Discrete

Multi

Taxi driving

Partial

Stochastic

Sequential

Dynamic

Continuous

Multi

Medical diagnosis

Partial

Stochastic

Episodic

Static

Continuous

Single

Image analysis

Fully

Deterministic

Episodic

Semi

Discrete

Single

Robot part picking

Fully

Deterministic

Episodic

Semi

Discrete

Single

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