Some coding stuff from various machine learning books
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Updated
Oct 7, 2020 - Jupyter Notebook
Some coding stuff from various machine learning books
Rapid learning mechanisms in reinforcement learning, specifically comparing the effectiveness of different neural representations and model configurations in the learning of novel cues
python implementation of SARSA learning algorithm to solve a maze
TD-Gammon implementation
Tic-Tac-Toe agent trained by Deep Reinforcement Learning
NYCU Selected Topics in Reinforcement Learning Fall 2023
TD learning model of a rat who learns how to navigate in a watermaze from the activation of its place cells 🐀
Code and reports from two projects; Boltzmann machine trained on the MNIST data and temporal difference learning model for navigating Morris water-maze task
Reinforcement Learning with tabular methods: TD-learning (Q-learning and SARSA) and MENACE-like approach applied to a Rubik's cube with a move set restricted to 180-degree turns.
Master MVA - Reinforcement Learning Project
Policy Evaluation and Policy Control for modified Blackjack: Assignment 1, COL870 (Reinforcement Learning) @ IIT Delhi
A 2048 game platform made with Python & the AI of the game trained by reinforcement learning
Programming Assignments for Reinforcement Learning Specialization
AI of modified version of Othello/Reversi
multi-armed bandit, gambler problem, cliff problem and TD learning
This project is an implementation of the game EASY21
Reinforcement Learning Specialization | University of Alberta
This presentation contains very precise yet detailed explanation of concepts of a very interesting topic -- Reinforcement Learning.
A neural network playing Backgammon.
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