Implementation for some AI algorithms with R for my college assignments
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Updated
Mar 21, 2021 - R
Implementation for some AI algorithms with R for my college assignments
A calculator for the Markov decision process fish problem for ISE 723
Simple AI agent built using MDP to cross a frozen lake without falling into the hole.
Markov Decision Process (value iteration) and Reinforcement Learning (Q-learning) presented in Grid World.
AI Course Projects - Fall 2022
An openAI gym environment for the classic gridworld scenario.
Toy projects for Machine Learning - Reinforcement Learning
Learning RL
Visualization of Markov Decision Processes (MDPs) in a form of a game
Repository for the course project done as part of CS-747 (Foundations of Intelligent & Learning Agents) course at IIT Bombay in Autumn 2022.
This repository serves as a collection of projects completed as part of an AI course.
Knowledge Representation Using Markov Decision Process (MDP) for Intelligent Decision-Making in Student Advising Systems.
BRTDP implemented including DS-MPI for upper bound
Projects for AI course
A Markov Decision Process (MDP) based implementation of a Pacman agent, to survive and battle through a handicapped stochastic environment.
Repository for implementation of simple, custom mazes, together with Value Iteration and Policy Iteration solvers for the maze MDP.
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