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Fully
observable (vs. partially
observable): An agent's
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sensors give it
access to the complete state of the
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environment at
each point in time.
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Deterministic (vs. stochastic): The next state of the
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environment is
completely determined by the current
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state and the
action executed by the agent. (If the
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environment is
deterministic except for the actions of
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other agents,
then the environment is strategic)
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Episodic
(vs. sequential): The agent's
experience is
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divided into
atomic "episodes" (each episode consists of
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the agent
perceiving and then performing a single
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action), and the
choice of action in each episode
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depends only on
the episode itself.
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