value-iteration

Star

Here are 160 public repositories matching this topic...

kentsommer / pytorch-value-iteration-networks

Star

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

pytorch value-iteration

Updated Oct 2, 2020
Python

pemami4911 / POMDPy

Star

POMDPs in Python.

reinforcement-learning pomdps value-iteration

Updated May 9, 2019
Python

Madhu009 / Deep-math-machine-learning.ai

Star

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

machine-learning natural-language-processing deep-neural-networks tensorflow word2vec linear-regression q-learning neural-networks reinforcement-learning-algorithms sarsa logistic-regression gans support-vector-machines policy-iteration value-iteration gradient-descent-algorithm monte-carlo-methods temporal-differencing-learning general-adversarial-network

Updated Mar 15, 2019
Jupyter Notebook

AgentMaker / Paddle-RLBooks

Star

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

reinforcement-learning q-learning dqn policy-gradient sarsa reinforce ddpg policy-iteration value-iteration sac actor-critic double-dqn paddlepaddle c51 dueling-dqn td3 noisy-dqn nstep-dqn policy-gradient-with-baseline

Updated Nov 13, 2021
Python

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

Star

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

reinforcement-learning monte-carlo self-driving-car dynamic-programming policy-iteration value-iteration temporal-difference

Updated Sep 18, 2018
Python

sachinbiradar9 / Markov-Decision-Processes

Star

Implementation of value iteration algorithm for calculating an optimal MDP policy

markov-decision-processes value-iteration

Updated Dec 23, 2017
Python

tanmayshankar / RCNN_MDP

Star

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

learning machine-learning reinforcement-learning deep-reinforcement-learning recurrent-neural-networks convolutional-neural-networks backpropagation value-iteration

Updated Oct 29, 2017
Python

iamjagdeesh / Artificial-Intelligence-Pac-Man

Star

CSE 571 Artificial Intelligence

reinforcement-learning deep-reinforcement-learning q-learning artificial-intelligence neural-networks epsilon-greedy breadth-first-search alpha-beta-pruning depth-first-search minimax-algorithm policy-iteration value-iteration function-approximation expectimax particle-filter-tracking uniform-cost-search greedy-search a-star-search

Updated Jan 3, 2018
Python

YyzHarry / SV-RL

Star

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

reinforcement-learning deep-reinforcement-learning planning controls matrix-completion value-iteration value-function iclr low-rank iclr2020

Updated Feb 1, 2020
Python

PhadonP / Rubiks-Cube-Reinforcement-Learning

Star

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

astar-algorithm deep-reinforcement-learning pytorch value-iteration 15puzzle rubikscube slide-puzzle rubiks-cube-solver rubiks-cube-simulator

Updated Jan 27, 2022
Jupyter Notebook

BertrandBev / controls-js

Star

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

linear-algebra particle-filter mpc kalman-filter quadratic-programming value-iteration collocation lqr

Updated Jul 21, 2022
JavaScript

neka-nat / vin-keras

Sponsor

Star

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

deep-learning keras nips-2016 value-iteration value-iteration-network

Updated Jan 6, 2018
Python

tirthajyoti / RL_basics

Star

Basic Reinforcement Learning algorithms

machine-learning reinforcement-learning machine-learning-algorithms q-learning artificial-intelligence policy-iteration value-iteration td-learning temporal-differencing-learning

Updated Jun 6, 2019
Jupyter Notebook

xgkkk / shortest-paths-RL

Star

Using reinforcement learning to find the shortest paths.

reinforcement-learning q-learning sarsa shortest-paths policy-iteration value-iteration

Updated Jun 5, 2019
Python

bfaure / AI_Project_4

Star

perceptron markov-decision-processes value-iteration

Updated Sep 18, 2017
Python

aaksham / frozenlake

Star

Value & Policy Iteration for the frozenlake environment of OpenAI

reinforcement-learning openai reward policy-iteration value-iteration

Updated May 14, 2019
Python

svpino / cs7641-assignment4

Star

CS7641 - Machine Learning - Assignment 4 - Markov Decision Processes

machine-learning algorithm reinforcement-learning q-learning mdp markov-decision-processes omscs policy-iteration value-iteration georgia-tech burlap assignment4 cs7641

Updated Nov 15, 2018
Java

linesd / tabular-methods

Star

Tabular methods for reinforcement learning

algorithm reinforcement-learning q-learning reinforcement-learning-algorithms sarsa gridworld policy-evaluation policy-iteration value-iteration reinforcement-learning-agent tabular-q-learning gridworld-environment sarsa-learning q-learning-vs-sarsa cliffwalking gridworld-cliff tabular-environments sarsa-algorithm tabular-methods q-learning-algorithm

Updated Jul 3, 2020
Python

rmoehn / piglet_pbvi

Star

Implementation of point-based value iteration (for POMDPs)

value-iteration pomdp

Updated Mar 31, 2020
Python

MahanFathi / HJxB

Star

Continuous-Time/State/Action Fitted Value Iteration via Hamilton-Jacobi-Bellman (HJB)

reinforcement-learning flax optimal-control value-iteration continuous-control jax hamilton-jacobi-bellman hamilton-jacobi continuous-value-iteration

Updated Feb 1, 2022
Python

Improve this page

Add a description, image, and links to the value-iteration topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with the value-iteration topic, visit your repo's landing page and select "manage topics."

Learn more