temporal-differencing-learning

There are 0 repository under temporal-differencing-learning topic.

mpatacchiola / dissecting-reinforcement-learning
Python code, PDFs and resources for the series of posts on Reinforcement Learning which I published on my personal blog
reinforcement-learning deep-reinforcement-learning markov-chain temporal-differencing-learning sarsa q-learning actor-critic multi-armed-bandit inverted-pendulum mountain-car drone-landing dissecting-reinforcement-learning genetic-algorithm neural-networks
Language:Python 605
Madhu009 / Deep-math-machine-learning.ai
A blog which talks about machine learning, deep learning algorithms and the Math. and Machine learning algorithms written from scratch.
machine-learning linear-regression tensorflow gradient-descent-algorithm logistic-regression support-vector-machines deep-neural-networks word2vec natural-language-processing reinforcement-learning-algorithms policy-iteration value-iteration monte-carlo-methods temporal-differencing-learning q-learning sarsa general-adversarial-network gans neural-networks
Language:Jupyter Notebook 198
Scitator / rl-course-experiments
reinforcement-learning deep-learning deep-reinforcement-learning tensorflow neural-network genetic-algorithm monte-carlo temporal-differencing-learning deep-q-network policy-gradient asynchronous-advantage-actor-critic
Language:Jupyter Notebook 78
BardOfCodes / DRL_in_CV
A course on Deep Reinforcement Learning in Computer Vision. Visit Website:
reinforcement computer-vision deep-reinforcement-learning course-materials policy-gradient q-learning temporal-differencing-learning
Language:HTML 62
BY571 / Munchausen-RL
PyTorch implementation of the Munchausen Reinforcement Learning Algorithms M-DQN and M-IQN
reinforcement-learning reinforcement-learning-algorithms temporal-differencing-learning maximum-entropy deep-q-learning deep-reinforcement-learning munchausen-reinforcement-learning
Language:Jupyter Notebook 37
dellalibera / gym-backgammon
Backgammon OpenAI Gym
gym gym-env reinforcement-learning self-play game td-gammon openai-gym artificial-intelligence openai-gym-environment backgammon-game gym-backgammon backgammon td-learning temporal-differencing-learning
Language:Python 37
dellalibera / td-gammon
TD-Gammon implementation
backgammon artificial-intelligence temporal-differencing-learning reinforcement-learning neural-network pytorch convolutional-neural-networks self-play value-function game
Language:Python 37
callmespring / RL-short-course
Reinforcement Learning Short Course
deep-q-network dynamic-programming fitted-q-iteration markov-decision-processes model-based-rl monte-carlo-methods off-policy-evaluation offline-rl order-dispatch-recommendation policy-based-method policy-gradient policy-iteration q-learning reinforcement-learning ridesharing temporal-differencing-learning value-iteration
Language:Jupyter Notebook 36
agrawal-rohit / tic-tac-toe-ai-bots
AI bots playing Tic Tac Toe
games minimax-algorithm reinforcement-learning temporal-differencing-learning tic-tac-toe tic-tac-toe-game tictactoe tictactoe-game
Language:Python 31
mvrahden / reinforce-js
[INACTIVE] A collection of various machine learning solver. The library is an object-oriented approach (baked with Typescript) and tries to deliver simplified interfaces that make using the algorithms pretty simple.
reinforcement-learning typescript npm deep-q-network deterministic-policy-gradients neural-network solver temporal-differencing-learning deepmind dqn-solver learning-agents reinforce-js reinforcement deep-reinforcement-learning dqn deep-learning td-solver machine-learning-solver artificial-intelligence ai
Language:TypeScript 30
tirthajyoti / RL_basics
Basic Reinforcement Learning algorithms
reinforcement-learning value-iteration policy-iteration q-learning artificial-intelligence machine-learning temporal-differencing-learning td-learning machine-learning-algorithms
Language:Jupyter Notebook 17
moporgic / TDL2048-Demo
Temporal Difference Learning for the Game of 2048 (Demo)
2048 demo machine-learning n-tuple-networks temporal-differencing-learning
Language:C++ 12
RicardoDominguez / RL-Intro
Introduction to Reinforcement Learning in Python
reinforcement-learning reinforcement-learning-algorithms sarsa sarsa-lambda q-learning temporal-differencing-learning td2 lstdlambda actor-critic dynaq tree-search dyna2
Language:Python 12
skypitcher / hats
Hyper-accelerated tree search (HATS) algorithm for solving integer least-squares problems in large-scale systems.
a-star-search tree-search integer-least-square-problem heuristic-search-algorithms temporal-differencing-learning deep-learning signal-processing mimo-detector
Language:Python 8
Vansh404 / PathPlanning_withRL
Using Q-Learning Control for path planning of mobile agents in an enviroment.
artificial-intelligence path-planning qlearning-algorithm reinforcement-learning temporal-differencing-learning
Language:Python 8
pouyan-asg / Path-planning-with-RL-algorithms
Path Planning with Reinforcement Learning algorithms in an unknown environment
path-planning reinforcement-learning global-path-planning sarsa-learning q-learning temporal-differencing-learning double-q-learning
Language:Python 7
shehio / ReinforcementLearning
Reinforcement Learning algorithms with nothing abstracted away
dynamic-programming episodic-control markov-decision-processes monte-carlo-tree-search planning-algorithms policy-gradient policy-iteration python reinforcement-learning temporal-differencing-learning value-iteration
Language:Python 7
JHurricane96 / chessai
A self-learning chess artificial intelligence
artificial-intelligence chess python reinforcement-learning temporal-differencing-learning
Language:Python 6
MohammadAsadolahi / Reinforcement_Learning_solving_a_simple_4_4_Gridworld_using_SARSA-in-python
solving a simple 4*4 Gridworld almost similar to openAI gym FrozenLake using SARSA Temporal difference method Reinforcement Learning
frozenlake reinforcement-learning reinforcement-learning-algorithms sarsa temporal-differencing-learning
Language:Jupyter Notebook 6
Suchetaaa / CS747-Assignments
Foundations Of Intelligent Learning Agents (FILA) Assignments
reinforcement-learning multi-armed-bandits bellman-equation linear-programming howards-pi bootstrapping monte-carlo sarsa-learning windy-gridworld temporal-differencing-learning intelligent-learning-agents ucb thompson-sampling kl-ucb
Language:Python 5
aylint / rl-algorithms
Various fundamental reinforcement learning algorithms implemented from scratch
reinforcement-learning reinforcement-learning-algorithms temporal-differencing-learning sarsa expected-sarsa q-learning prioritized-sweeping dyna-q python
Language:Python 4
krm58 / Reinforcement-Learning-Models
Various computational models for reinforcement learning
reinforcement-learning rescorla-wagner temporal-differencing-learning credit-assignment
Language:MATLAB 4
MohammadAsadolahi / Reinforcement-Learning-solving-a-simple-4-4-Gridworld-using-TD0-evaluation-method-in-python
solving a simple 4*4 Gridworld almost similar to openAI gym FrozenLake using Temporal difference method Reinforcement Learning
frozenlake general-policy-iteration reinforcement-learning reinforcement-learning-algorithms rl td0 temporal-differencing-learning
Language:Jupyter Notebook 4
CoeusMaze / Adaptive-Temporal-Difference-Learning
Implemented AdaTD and compared it with other optimization methods in temporal difference learning.
reinforcement-learning temporal-differencing-learning optimization-algorithms
Language:Python 3
francescotorregrossa / deep-reinforcement-learning-nanodegree
Exercises and projects from Udacity's Nanodegree
deep-reinforcement-learning double-dqn dqn dqn-pytorch dqn-variants dueling-ddqn dueling-dqn monte-carlo-methods pytorch qlearning reinforcement-learning temporal-differencing-learning
Language:Jupyter Notebook 3
purvasingh96 / Deep-Reinforcement-Learning
Various reinforcement learning algorithms implemented using Python. This repo also contains a DQN approach to solve credit-card anomaly detection use-case.
deep-reinforcement-learning pac-man monte-carlo-simulation openai-gym temporal-differencing-learning q-learning sarsa-learning deep-q-network
Language:Jupyter Notebook 3
rhalbersma / doctrina
Exercises in reinforcement learning
reinforcement-learning dynamic-programming monte-carlo-simulation temporal-differencing-learning
Language:Jupyter Notebook 3
ricky-ma / DecentralizedRL
Decentralized temporal-difference reinforcement learning over randomly reshuffled topology
reinforcement-learning reinforcement-learning-algorithms decentralized temporal-differencing-learning graph-algorithms
Language:Python 3
Sushant-ctrl / RL-IMPLEMENTATIONS
This repository has all the codes and sources of various RL algorithms that I have implemented.
dqn montecarlomethod multiarmed-bandits rl tabular-rl temporal-differencing-learning
Language:Python 3
tnmichael309 / 2048AI
My RL Project (2048 World Record + IEEE TCIAIG Journal Source Code)
2048-game machine-learning reinforcement-learning-algorithms temporal-differencing-learning tuple-networks
Language:C++ 3
Temporal-Difference-Learning
AestheticVoyager / Temporal-Difference-Learning
TD-Gammon is a computer backgammon program developed in 1992 by Gerald Tesauro at IBM's Thomas J. Watson Research Center. Its name comes from the fact that it is an artificial neural net trained by a form of temporal-difference learning, specifically TD-lambda.
python3 reinforcement-learning temporal-differencing-learning
Language:Python 2
imimali / blackjack
Well I'm gonna build my own theme park
sarsa monte-carlo-control q-learning temporal-differencing-learning blackjack futurama reinforcement-learning
Language:Python 2
reinforcement-learning-specialization
imimali / reinforcement-learning-specialization
Reinforcement Learning Specialization courses solutions
reinforcement-learning sarsa q-learning markov-decision-processes dyna-q neural-network policy-gradient monte-carlo temporal-differencing-learning
Language:Jupyter Notebook 2
matakshay / DeepRL-for-Delayed-Rewards
Deep RL for Temporal Credit Assignment in decision processes with delayed rewards
deep-neural-networks deep-reinforcement-learning epsilon-greedy-exploration graph-neural-networks graph-representation-learning markov-decision-processes model-free-rl monte-carlo multi-layer-perceptron node2vec pytorch pytorch-geometric reinforcement-learning-algorithms state-representation-learning delayed-rewards episodic-rewards q-learning sarsa temporal-differencing-learning temporal-credit-assignment
Language:Jupyter Notebook 2
RPegoud / Temporal-Difference-learning
Implementation of Temporal Difference Learning algorithms, experiment featured in Towards Data Science
gridworld-environment numpy python reinforcement-learning temporal-differencing-learning
Language:Jupyter Notebook 2
VEXLife / Accelerated-TD
My Implementation of the Accelerated Gradient Temporal Difference Learning algorithm in Python
td temporal-differencing-learning temporal-difference temporal-difference-algorithms temporal-difference-learning random-walk reinforcement-learning reinforcement-learning-algorithms accelerated-td atd
Language:Python 2

temporal-differencing-learning

mpatacchiola / dissecting-reinforcement-learning

Madhu009 / Deep-math-machine-learning.ai

Scitator / rl-course-experiments

BardOfCodes / DRL_in_CV

BY571 / Munchausen-RL

dellalibera / gym-backgammon

dellalibera / td-gammon

callmespring / RL-short-course

agrawal-rohit / tic-tac-toe-ai-bots

mvrahden / reinforce-js

tirthajyoti / RL_basics

moporgic / TDL2048-Demo

RicardoDominguez / RL-Intro

skypitcher / hats

Vansh404 / PathPlanning_withRL

pouyan-asg / Path-planning-with-RL-algorithms

shehio / ReinforcementLearning

JHurricane96 / chessai

MohammadAsadolahi / Reinforcement_Learning_solving_a_simple_4_4_Gridworld_using_SARSA-in-python

Suchetaaa / CS747-Assignments

aylint / rl-algorithms

krm58 / Reinforcement-Learning-Models

MohammadAsadolahi / Reinforcement-Learning-solving-a-simple-4-4-Gridworld-using-TD0-evaluation-method-in-python

CoeusMaze / Adaptive-Temporal-Difference-Learning

francescotorregrossa / deep-reinforcement-learning-nanodegree

purvasingh96 / Deep-Reinforcement-Learning

rhalbersma / doctrina

ricky-ma / DecentralizedRL

Sushant-ctrl / RL-IMPLEMENTATIONS

tnmichael309 / 2048AI

AestheticVoyager / Temporal-Difference-Learning

imimali / blackjack

imimali / reinforcement-learning-specialization

matakshay / DeepRL-for-Delayed-Rewards

RPegoud / Temporal-Difference-learning

VEXLife / Accelerated-TD