Reinforcment learning for text-based environments using a ddqn algorithm

Implementation of STAR from the paper "Reconciling Spatial and Temporal Abstractions for Goal Representation" (ICLR 2024)

NeverCruncher AI - Bot that solves Neverball levels using Reinforced Learning.

K-armed bandit problem approached with a variety of action-selection learning algorithms.

Implementation of 10 Arm Bandit using RLGlue

Machine Learning by State Exploration - An implementation of Michie's BOXES algorithm, popularized by Martin Gardner in March 1962 and used by Fred Saberhagen in the story "Without A Thought" in 1963. Very simply, BOXES creates a set of STATEs that map onto the visible attributes of the system being interacted with, and selects one of the ACTION…

QL-TSCH Scheduling Protocols for TSCH - changed files of Contiki-NG

Autonomous 1:10 race car with a reinforcement learning based approach

Implementation of a short path finder using Q learning in C language

Swift module for Arcade Learning Environment library.

Submissions as part of COMPSCI 603 - Robotics

Snake learns to survive using reinforcement learning.

A prototype implementation of Bao for PostgreSQL

Reinforcement Learning in the Lego Mindstorms NXT Robot

Noob demonstration to show the idea behind reinforcement learning via a 2D game.

Machine learning methods and image processing were utilized to determine whether a surface contains a deformity. Through the development of a C++ program to generate surface deformities given image length, width, maximum deformity radius, and sample size as the training set, we utilize machine learning classifiers, namely Convolution Neural Netw…

QL-TSCH protocol implementation based on the specifications described in the research paper

Using a neural network to imitate model predictive control

Monorepo for our CV&RL course project: self parking