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
- Simple Reflex Agent: This was done using simple Condition - Action rules.
- Model Based Agent: Here, an internal model was constructed and based on that the agent performed the actions understanding the environment
- 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
- 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