A Reinforcement Learning Library for C++11/14
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Updated
Oct 26, 2022 - C++
A Reinforcement Learning Library for C++11/14
High Performance Map Matching with Markov Decision Processes (MDPs) and Hidden Markov Models (HMMs).
A C++ and Opengl based game to draw a window leading to snake which runs on neural network to reach it's food within certain iteration for AI along with Keyboard press to move the Snake quads. Youtube:
Tabular Q learning to demonstrate sample OpenAI taxi V2 implementation in C++
A reinforcement learning framework for the game of Nim.
Implementation of an Artificial Intelligence for playing Pacman with Reinforcement Learning
In the Pick-up and Drop-off (PD) World, our goal is to design a route from the agent so that it could use the least steps to send all the blocks to drop-off cells. To solve reinforcement learning problems, we use a statistical approach and dynamic programming, especially Q-learning, to estimate the utility of taking actions in the states of the …
Investigating Q-Learning and DQN variants for Traffic Signal Control problem
Code for simulations in IEEE TNSE article "To Compute or not to Compute? Adaptive Smart Sensing in Resource-Constrained Edge Computing" by L. Ballotta, G. Peserico, F. Zanini, and P. Dini.
This software package performs q learning on a damaged(handicaped) magni robot so as to make it follow the trajectory with least deviation
Use SARSA, Q learning, double Q and QV to solve a maze with Reinforcement Learning
Demo source for finding shortest path in undirected graph using Q-learning
Solver and library for POSGs.
Basic reinforcement learning ai with flexible tictactoe board size.
Interactive Q-learning visual simulation with Cpp and Unreal Engine 4.
A Q-Learning implementation in C++, ready to be tweaked and modified to new projects
[INSA-5TC] Artificial Intelligence Project - robot cleaner problem using linear Monte Carlo and Q-Learning
Implementation of a Q-Learning agent that utilizes Opponent Modeling Algorithm
Arduino code for the physical Crawler bot.
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