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These are my projects from Artificial Intelligence 2 (CS 511) course in UIC
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Goal Based Agent
Model Based Agent
Reinforcement Learning
Simple Reflex Agent
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README.md

README.md

AI2

These are my projects from Artificial Intelligence 2 (CS 511) course in UIC

The tasks were to build the best agent which would capture the gold in the wumpus world by obtaining the highest scores. I created 4 agents as the part of this course

  1. Simple Reflex Agent: This was done using simple Condition - Action rules.
  2. Model Based Agent: Here, an internal model was constructed and based on that the agent performed the actions understanding the environment
  3. Goal Based Agent: Here, the search branch out on agent actions and possible following observation and based on that the decisions were made by agent
  4. Reinforcement Learning: Evolution strategy technique was used instead of the traditional reinforcement learning technique here. Based on that, the agent of learning and was taking the optimal action necessary
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