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136 public repositories
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Pytorch implementation of Value Iteration Networks (NIPS 2016 best paper)
Updated
Oct 2, 2020
Python
Updated
May 9, 2019
Python
A blog which talks about machine learning, deep learning algorithms and the Math. and Machine learning algorithms written from scratch.
Updated
Mar 15, 2019
Jupyter Notebook
Paddle-RLBooks is a reinforcement learning code study guide based on pure PaddlePaddle.
Updated
May 12, 2021
Python
Reinforcement-Learning-for-Decision-Making-in-self-driving-cars
Updated
Sep 18, 2018
Python
Code base for solving Markov Decision Processes and Reinforcement Learning problems using Recurrent Convolutional Neural Networks.
Updated
Oct 29, 2017
Python
Implementation of value iteration algorithm for calculating an optimal MDP policy
Updated
Dec 23, 2017
Python
CSE 571 Artificial Intelligence
Updated
Jan 3, 2018
Python
[ICLR 2020, Oral] Harnessing Structures for Value-Based Planning and Reinforcement Learning
Updated
Feb 1, 2020
Python
This is an implimentation of Value Iteration Networks (NIPS2016 best paper) in keras
Updated
Jan 6, 2018
Python
⚙️ Controls.js is a sandbox showcasing a few modern controls techiques directly in the browser
Updated
Aug 16, 2021
JavaScript
CS7641 - Machine Learning - Assignment 4 - Markov Decision Processes
Updated
Nov 15, 2018
Java
Value & Policy Iteration for the frozenlake environment of OpenAI
Updated
May 14, 2019
Python
Basic Reinforcement Learning algorithms
Updated
Jun 6, 2019
Jupyter Notebook
Updated
Sep 18, 2017
Python
Using reinforcement learning to find the shortest paths.
Updated
Jun 5, 2019
Python
Solving a Rubik's Cube and 15 Puzzle using the Deep Reinforcement Learning and Search
Updated
Mar 1, 2021
Jupyter Notebook
Tabular methods for reinforcement learning
Updated
Jul 3, 2020
Python
Implementation of point-based value iteration (for POMDPs)
Updated
Mar 31, 2020
Python
Reinforcement Learning algorithms with nothing abstracted away
Updated
Jun 2, 2021
Python
Reinforcement Learning on playable version of Flappy Bird
Updated
Jun 5, 2019
Python
Python implementation of common RL algorithms using OpenAI gym environments
Updated
Jan 8, 2021
Python
MIT Planning Algorithms Class Implementations
Updated
Nov 2, 2016
Python
Contains baseline implementations of all RL algorithms using tabular and function approximations. Algorithms such as TD(0), MC, SARSA, Q-Learning and Policy Gradient methods.
Updated
Nov 4, 2020
Jupyter Notebook
The homework for Cutting-Edge of Deep Learning, aka CEDL, from NTHU
Updated
Jan 19, 2018
Jupyter Notebook
Experiments testing variants of Value and Policy iterations.
Updated
Jan 27, 2017
Jupyter Notebook
Distributed Implementation of Value Iteration, built on top of Ray Framework.
Updated
Nov 18, 2019
HTML
Reinforcement- Learning project: Value Iteration Implementation.
Devising an optimal portfolio choosing strategy based on stochastic programming
Updated
Dec 21, 2019
Python
Value Iteration and Policy Iteration to solve MDPs
Updated
Sep 22, 2018
Jupyter Notebook
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