temporal-difference

There are 2 repositories under temporal-difference topic.

chauvinSimon / Reinforcement-Learning-for-Decision-Making-in-self-driving-cars
Reinforcement-Learning-for-Decision-Making-in-self-driving-cars
policy-iteration value-iteration temporal-difference monte-carlo dynamic-programming self-driving-car reinforcement-learning
Language:Python 102
thoth-station / adviser
The recommendation engine for Python software stacks and Dependency Monkey in project Thoth.
thoth artificial-intelligence hacktoberfest reinforcement-learning resolver python python3 machine-learning machinelearning temporal-difference monte-carlo-tree-search
Language:Python 34
sparisi / td-reg
TD-Regularized Actor-Critic Methods
reinforcement-learning temporal-difference trpo ppo dpg spg policy-gradient
Language:MATLAB 32
deep-reinforcement-learning
sourcecode369 / deep-reinforcement-learning
Implementation notebooks and scripts of Deep Reinforcement learning Algorithms in PyTorch and TensorFlow.
deep-reinforcement-learning reinforcement-learning reinforcement-learning-algorithms neural-networks deep-learning pytorch pytorch-rl dynamic-programming monte-carlo temporal-difference q-learning openai-gym openai-gym-solutions rl-algorithms ddqn dueling-dqn reinforcement-learning-environments ml-agents dqn
Language:Jupyter Notebook 20
BY571 / Medium_Code_Examples
Implementation of fundamental concepts and algorithms for reinforcement learning
machine-learning-algorithms monte-carlo-methods reinforcement-learning-algorithms temporal-difference
Language:Jupyter Notebook 12
anubhavshrimal / Reinforcement-Learning
Implementation and Notes of different Reinforcement Learning Algorithms
reinforcement-learning-algorithms deep-reinforcement-learning pytorch temporal-difference monte-carlo deep-q-network dueling-dqn double-dqn rl-notes
Language:Jupyter Notebook 9
soheil-mp / Reinforcement-Learning-Algorithms
Step by Step Reinforcement Learning Tutorials.
reinforcement-learning dynamic-programming markov-decision-processes monte-carlo temporal-difference discretization deep-q-network deep-q-learning dqn policy-based-method reinforce ddpg finance alphazero
Language:Jupyter Notebook 9
steven112163 / Deep-Learning-and-Practice
NCTU(NYCU) Deep Learning and Practice Spring 2021
python3 deep-learning cpp reinforcement-learning pytorch temporal-difference eegnet deep-convolutional-networks resnet cvae dqn ddpg conditional-normalizing-flows conditional-gan
Language:Python 8
ken-power / DRLND_DeepReinforcementLearning_Examples
Examples and tutorials that implement various algorithms in Deep Reinforcement Learning.
cross-entropy deep-reinforcement-learning dqn dynamic-programming monte-carlo monte-carlo-tree-search openai-gym pytorch temporal-difference
Language:Jupyter Notebook 5
i2a-k / Reinforcement-Learning
Multi-Armed Bandit Simulation, MDP GridWorld Example, Random Walk Problem by TD and MC
multi-armed-bandit n-armed-bandit-problem rl reinforcement-learning gridworld markov-decision-processes monte-carlo incremental-monte-carlo temporal-difference random-walk
Language:Jupyter Notebook 2
keeeal / temporal-ut3
Temporal difference learning for ultimate tic-tac-toe.
temporal-difference reinforcement-learning self-play neural-network deep-learning artificial-intelligence ultimate-tic-tac-toe temporal pytorch
Language:Python 2
TanushGoel / Atari-Games-RL
a collection of python notebooks using RL agents to play Atari games in OpenAI gym environments
reinforcement-learning atari-games actor-critic-methods policy-gradient monte-carlo q-learning temporal-difference policy-based-method state-value-function
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
WinDerek / reinforce-py
Reinforcement learning agents in Python (dynamic programming, temporal-difference, deep Q-learning, stochastic/deterministic policy gradients)
reinforcement-learning artificial-intelligence visualization python dynamic-programming temporal-difference full-stack
Language:Jupyter Notebook 2
alizindari / Reinforcement-Learning
Implementation of several algorithms in RL based on Prof. sutton's book
reinforcement-learning deep-reinforcement-learning bellman-equation k-armed-bandit policy-iteration policy-improvement temporal-difference montecarlo-methods value-iteration
Language:Jupyter Notebook 1
dksifoua / Reinforcement-Learning
actor-critic advantage-actor-critic asynchronous-advantage-actor-critic dyna-q dynamic-programming markov-decision-processes monte-carlo policy-gradient proximal-policy-optimization q-learning reinforce reinforcement-learning sarsa temporal-difference
Language:Jupyter Notebook 1
KaleabTessera / Monte-Carlo-and-Temporal-Difference
Monte Carlo and Temporal Difference implementation from Chapter 5 and Chapter 6 of Reinforcement Learning: An Introduction Book by Andrew Barto and Richard S. Sutton.
reinforcement-learning monte-carlo temporal-difference
Language:Python 1
victor-iyi / deep-RL
Exploration of deep reinforcement learning and various state-of-the-art techniques to create a turely autonomous agent.
reinforcement-learning artificial-intelligence ai deep-rl deep-reinforcement-learning machine-learning temporal-difference policy-network a3c actor-critic policy-gradient ppo proximal-policy-optimization
Language:Python 1
willyfh / grid-world-reinforcement-learning-2
Implementation of td policy evaluation and q-learning on a grid world.
q-learning reinforcement-learning policy-evaluation artificial-intelligence temporal-difference
Language:Python 1
ahlusar1989 / CS234ReinforcementLearning
CS234 Courswork
reinforcement-learning sarsa monte-carlo temporal-difference dqn deep-reinforcement-learning
Language:Jupyter Notebook 0
devspaceship / madepro
A minimal Rust library for solving finite deterministic Markov decision processes
markov-decision-processes mdp q-learning reinforcement-learning sarsa temporal-difference rust
Language:Rust 0
antonio-f / TD-methods-SARSA
Temporal Difference methods - A simple implementation of SARSA algorithm applied to OpenAI gym's "CliffWalking" environment.
temporal-difference td-methods sarsa 101 reinforcement-learning openai-gym gym cliffwalking gym-environment machine-learning simple algorithm sarsa-algorithm
Language:Jupyter Notebook
dhikshitha29 / Playing-the-game-of-twenty-one-and-pontoon
Optimising the blackjack game
monte-carlo reinforcement-learning temporal-difference
Language:Jupyter Notebook
mweglowski / pathfinding_simulator
🧨 Interactive temporal difference algorithm simulator in which agent has to find the optimal path to reach certain destination.
css html javascript q-learning reactjs reinforcement-learning tailwindcss temporal-difference
Language:JavaScript
PieroMacaluso / reinforcement-learning-stuff
Just a bunch of exercises created during my thesis work working on Reinforcement Learning.
reinforcement-learning reinforcement-learning-exercises reinforcement-learning-environments openai-gym temporal-difference temporal-difference-algorithms
Language:Python
qihongl / demo-td
TD, a model of second/higher order conditioning
temporal-difference reinforcement-learning
Language:Jupyter Notebook
DiceUp
rdadrl / DiceUp
DiceUp is a collection of backgammon playing AI's.
java backgammon ai td temporal-difference monte-carlo-tree-search minimax
Language:Java

temporal-difference

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

thoth-station / adviser

sparisi / td-reg

sourcecode369 / deep-reinforcement-learning

BY571 / Medium_Code_Examples

anubhavshrimal / Reinforcement-Learning

soheil-mp / Reinforcement-Learning-Algorithms

steven112163 / Deep-Learning-and-Practice

ken-power / DRLND_DeepReinforcementLearning_Examples

i2a-k / Reinforcement-Learning

keeeal / temporal-ut3

TanushGoel / Atari-Games-RL

VEXLife / Accelerated-TD

WinDerek / reinforce-py

alizindari / Reinforcement-Learning

dksifoua / Reinforcement-Learning

KaleabTessera / Monte-Carlo-and-Temporal-Difference

victor-iyi / deep-RL

willyfh / grid-world-reinforcement-learning-2

ahlusar1989 / CS234ReinforcementLearning

devspaceship / madepro

antonio-f / TD-methods-SARSA

dhikshitha29 / Playing-the-game-of-twenty-one-and-pontoon

mweglowski / pathfinding_simulator

PieroMacaluso / reinforcement-learning-stuff

qihongl / demo-td

rdadrl / DiceUp