thyton / partiallylogicalagent

A logical search agent for a partially-observable environment

PartiallyLogicalAgent

The project includes:

• Building a randomized maze generator to create a survival-game-liked environment
• Building a knowledge base for the logical agent
• Adding the agent's ability to prioritize and infer actions from its perception using pyPL which is a propositional logic interface/interpreter that I wrote from scratch https://github.com/thyton/pyPL
• Adding a modified A* algorithm to help the agent travel through the environment optimally

Instruction:

To run the demo agent in a 4 by 4 maze:

• Under the repo root directory, run git clone https://github.com/thyton/pyPL
• Run python game.py (make sure you use Python 3.6+)