4. Deductive reasoning agents

Question 1

Deductive reasoning agents have two key problems to solve:
___ problem
___/___ problem

Answer 1

Transduction

Representation/reasoning

Question 2

Transduction problem:
Translating ___ environment into an accurate, adequate
symbolic ___

Answer 2

Real-world

Description

Question 3

Representation/reasoning problem:

___ representing information and getting agents to ___ with this information

Answer 3

Symbolically

Reason

Question 4

Deductive reasoning agents:
.Contains an explicit ___ of the world
.___ given by formulae (predicate logic)
. Make decisions via ___

Answer 4

Symbolic representation
Internal state
Symbolic reasoning

Question 5

Using Theorem proving, the agent can use ___ to encode a theory stating the best ___ to perform in a given situation

Answer 5

Logic

Action

Question 6

Logic-based approaches are elegant and have (clean) ___

Answer 6

Logical semantics

Question 7

Disadvantages of reasoning agents:
1- Inherent ___ of theorem proving
2- Cannot operate effectively in ___ environments
3- The environment cannot ___ while the agent is making a decision
4- Not easy to represent and reason about ___ and ___ environments

Answer 7

1- Computational complexity
2- Time-constrained
3- Change
4- Complex and dynamic