Pytorch implementation of Value Iteration Networks (NIPS 2016 best paper)

POMDPs in Python.

A blog which talks about machine learning, deep learning algorithms and the Math. and Machine learning algorithms written from scratch.

Paddle-RLBooks is a reinforcement learning code study guide based on pure PaddlePaddle.

Reinforcement-Learning-for-Decision-Making-in-self-driving-cars

Implementation of value iteration algorithm for calculating an optimal MDP policy

Code base for solving Markov Decision Processes and Reinforcement Learning problems using Recurrent Convolutional Neural Networks.

Reinforcement Learning Short Course

CSE 571 Artificial Intelligence

High Performance Map Matching with Markov Decision Processes (MDPs) and Hidden Markov Models (HMMs).

Solving a Rubik's Cube and 15 Puzzle using the Deep Reinforcement Learning and Search

Tabular methods for reinforcement learning

[ICLR 2020, Oral] Harnessing Structures for Value-Based Planning and Reinforcement Learning

Using reinforcement learning to find the shortest paths.

Implementation and visualization (some demos) of search and optimization algorithms.

⚙️ Controls.js is a sandbox showcasing a few modern controls techiques directly in the browser

This is an implimentation of Value Iteration Networks (NIPS2016 best paper) in keras

Basic Reinforcement Learning algorithms

Reinforcement Learning Algorithms in a simple Gridworld

Value & Policy Iteration for the frozenlake environment of OpenAI