Engineering AI Agents
BOOK
Foundations
Training Deep Networks
Perception
State Estimation
Large Language Models
Multimodal Reasoning
Planning
Markov Decision Processes
Reinforcement Learning
COURSES
Introduction to AI
AI for Robotics
Deep Learning for Computer Vision
DATA MINING - BEING PORTED
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Logical Reasoning
Symbolic representations and Logical Inference
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Automated Reasoning
We have seen in an earlier chapter where we introduced a
dynamical system
governing the state evolution of the environment that a state is composed of variables and such
fact…
Logical Agents
In this chapter we see how agents equipped with the ability to represent internally the state of the environment and reason about the effectiveness of possible actions using…
Logical Inference
The wumpus world despite its triviality, contains some deeper abstractions that are worth summarizing.
Logical Reasoning
World Models
For each problem we can define a number of
world models
each representing every possible state (configuration) of the environment that the agent may be in.
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