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
Mathematical implementation of robotics algorisms such as MDP, EKF, RRT, and etc.
A calculator for the Markov decision process fish problem for ISE 723
An openAI gym environment for the classic gridworld scenario.
A Python Implementation of Bayesian Inverse Reinforcement Learning (BIRL)
MDP and Monte Carlo solution for maze solving
A CANDECOMP-PARAFAC tensor decomposition method to solve a Markov Decision Process (MDP) gridworld problem.
This assignment is based on the concept of the Bellman equation on the basis of the value iteration algorithm for solving MDPs.
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
This repository contains the implementation of a wide variety of Reinforcement Learning Projects in different applications of Bandit Algorithms, MDPs, Distributed RL and Deep RL. These projects include university projects and projects implemented due to interest in Reinforcement Learning.
In- and post- process methods for optimizing explanations path based on newly defined quantitative explanation metrics
A grid world simulation environment
MDP Domain specific language and code generation
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.
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