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AI algorithms on ROS Melodic Morenia and Gozebo bot. (CSE 545)

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AI algorithms

Artificial Intelligence algorithms tried on ROS Melodic Morenia with Gazebo bot simulator.

Search

Implemented Breath First Search, Uniform Cost Search, Greedy best first search, and A* search (with Manhattan and ecludian heuristics). image image

Planning

Planning Domain Definition Language for actions and goal definitions.

High level plan can be viewed in planner_output.log

Refined plan from higher level to lower level bot commands in results.csv

Reinforcement learing

Implementation of Q learning for finding optimal plan for cafeWorld and bookWorld environment. image

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AI algorithms on ROS Melodic Morenia and Gozebo bot. (CSE 545)

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