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temporal-difference

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

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

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

UpdatedSep 18, 2018
Python

sparisi /td-reg

TD-Regularized Actor-Critic Methods

reinforcement-learning policy-gradient dpg trpo ppo spg temporal-difference

UpdatedDec 26, 2019
MATLAB

thoth-station /adviser

The recommendation engine for Python software stacks and Dependency Monkey in project Thoth.

python resolver machine-learning reinforcement-learning python3 artificial-intelligence machinelearning hacktoberfest monte-carlo-tree-search thoth temporal-difference

UpdatedOct 18, 2023
Python

deep-reinforcement-learning

sourcecode369 /deep-reinforcement-learning

Implementation notebooks and scripts of Deep Reinforcement learning Algorithms in PyTorch and TensorFlow.

reinforcement-learning deep-learning monte-carlo deep-reinforcement-learning openai-gym q-learning pytorch dqn neural-networks reinforcement-learning-algorithms dynamic-programming ddqn openai-gym-solutions dueling-dqn pytorch-rl ml-agents rl-algorithms temporal-difference reinforcement-learning-environments

UpdatedJan 16, 2020
Jupyter Notebook

BY571 /Medium_Code_Examples

Implementation of fundamental concepts and algorithms for reinforcement learning

machine-learning-algorithms reinforcement-learning-algorithms monte-carlo-methods temporal-difference

UpdatedMay 24, 2020
Jupyter Notebook

anubhavshrimal /Reinforcement-Learning

Implementation and Notes of different Reinforcement Learning Algorithms

monte-carlo deep-reinforcement-learning pytorch reinforcement-learning-algorithms deep-q-network double-dqn dueling-dqn temporal-difference rl-notes

UpdatedDec 27, 2019
Jupyter Notebook

soheil-mp /Reinforcement-Learning-Algorithms

Step by Step Reinforcement Learning Tutorials.

finance reinforcement-learning monte-carlo dqn dynamic-programming reinforce deep-q-network markov-decision-processes discretization ddpg deep-q-learning alphazero temporal-difference policy-based-method

UpdatedNov 19, 2022
Jupyter Notebook

steven112163 /Deep-Learning-and-Practice

NCTU(NYCU) Deep Learning and Practice Spring 2021

reinforcement-learning deep-learning cpp python3 pytorch dqn resnet ddpg deep-convolutional-networks cvae conditional-gan eegnet temporal-difference conditional-normalizing-flows

UpdatedJun 21, 2022
Python

ken-power /DRLND_DeepReinforcementLearning_Examples

Examples and tutorials that implement various algorithms in Deep Reinforcement Learning.

monte-carlo deep-reinforcement-learning openai-gym pytorch dqn dynamic-programming monte-carlo-tree-search cross-entropy temporal-difference

UpdatedJan 23, 2022
Jupyter Notebook

i2a-k /Reinforcement-Learning

Multi-Armed Bandit Simulation, MDP GridWorld Example, Random Walk Problem by TD and MC

reinforcement-learning monte-carlo rl gridworld markov-decision-processes multi-armed-bandit random-walk n-armed-bandit-problem temporal-difference incremental-monte-carlo

UpdatedSep 14, 2020
Jupyter Notebook

WinDerek /reinforce-py

Reinforcement learning agents in Python (dynamic programming, temporal-difference, deep Q-learning, stochastic/deterministic policy gradients)

visualization python reinforcement-learning full-stack artificial-intelligence dynamic-programming temporal-difference

UpdatedJan 6, 2023
Jupyter Notebook

keeeal /temporal-ut3

Temporal difference learning for ultimate tic-tac-toe.

reinforcement-learning deep-learning neural-network pytorch artificial-intelligence temporal ultimate-tic-tac-toe self-play temporal-difference

UpdatedSep 7, 2019
Python

TanushGoel /Atari-Games-RL

a collection of python notebooks using RL agents to play Atari games in OpenAI gym environments

reinforcement-learning monte-carlo q-learning policy-gradient atari-games actor-critic-methods temporal-difference state-value-function policy-based-method

UpdatedJun 4, 2020
Jupyter Notebook

VEXLife /Accelerated-TD

My Implementation of the Accelerated Gradient Temporal Difference Learning algorithm in Python

reinforcement-learning reinforcement-learning-algorithms td atd random-walk temporal-differencing-learning temporal-difference temporal-difference-algorithms temporal-difference-learning accelerated-td

UpdatedJan 25, 2024
Python

alizindari /Reinforcement-Learning

Implementation of several algorithms in RL based on Prof. sutton's book

reinforcement-learning deep-reinforcement-learning policy-iteration value-iteration bellman-equation k-armed-bandit temporal-difference policy-improvement montecarlo-methods

UpdatedAug 20, 2021
Jupyter Notebook

willyfh /grid-world-reinforcement-learning-2

Implementation of td policy evaluation and q-learning on a grid world.

reinforcement-learning q-learning artificial-intelligence policy-evaluation temporal-difference

UpdatedFeb 17, 2024
Python

victor-iyi /deep-RL

Exploration of deep reinforcement learning and various state-of-the-art techniques to create a turely autonomous agent.

machine-learning reinforcement-learning ai deep-reinforcement-learning artificial-intelligence policy-gradient a3c actor-critic deep-rl proximal-policy-optimization ppo policy-network temporal-difference

UpdatedFeb 19, 2019
Python

dksifoua /Reinforcement-Learning

reinforcement-learning monte-carlo q-learning policy-gradient sarsa dynamic-programming reinforce markov-decision-processes actor-critic asynchronous-advantage-actor-critic proximal-policy-optimization advantage-actor-critic dyna-q temporal-difference

UpdatedMay 3, 2024
Jupyter Notebook

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

UpdatedSep 8, 2019
Python

PieroMacaluso /reinforcement-learning-stuff

Just a bunch of exercises created during my thesis work working on Reinforcement Learning.

reinforcement-learning openai-gym temporal-difference reinforcement-learning-environments temporal-difference-algorithms reinforcement-learning-exercises

UpdatedDec 8, 2022
Python

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