temporal-difference-algorithms

There are 1 repository under temporal-difference-algorithms topic.

kkm24132 / ReinforcementLearning
Focuses on Reinforcement Learning related concepts, use cases, and learning approaches
reinforcement-learning exploration-exploitation multi-armed-bandits montecarlo temporal-difference-algorithms sarsa q-learning policy-gradient linear-function-approximation
Language:Jupyter Notebook 8
moporgic / TDL2048
The Most Efficient Temporal Difference Learning Framework for 2048
2048 2048-game 2048-ai 2048-solver temporal-difference-learning temporal-difference-algorithms machine-learning machine-learning-algorithms n-tuple-networks framework
Language:C++ 7
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
arya-ebrahimi / reinforcement-learning-spring2023
This repository contains my solutions for homeworks and exercises of Reinforcement Learning course at the Ferdowsi University of Mashhad, Spring 2023
monte-carlo-control monte-carlo-tree-search multi-armed-bandit policy-gradient q-learning q-learning-vs-sarsa reinforcement-learning sarsa temporal-difference-algorithms
Language:Jupyter Notebook 1
ashutoshtiwari13 / Demystifying-Deep-Reinforcement-Learning
⚡️ Code and Notes 📝 for Grokking Deep RL and RL: An Introduction by Sutton & Barto(2nd edition, 2018) 🤘
deep-reinforcement-learning reinforcement-learning-algorithms reinforcement-learning sutton-barto-book sutton-book monte-carlo-methods temporal-difference-algorithms grokking-algorithms deep-rl
Language:Jupyter Notebook 1
batra98 / Monte_Carlo-TD-Function_Approximation
Use Monte-Carlo (MC) Methods and Temporal Difference (TD) Learning on couple of games and toy problems.
monte-carlo-methods temporal-difference-algorithms reinforcement-learning-algorithms
Language:Jupyter Notebook 1
hmohebbi / MDP_TabularMethods
The implementation of tabular solution methods in Reinformcement Learning, Sutton's book: Part I
reinforcement-learning tabular-methods temporal-difference-algorithms monte-carlo-methods
Language:Jupyter Notebook 1
katnoria / td-methods
Notebooks covering temporal difference methods using OpenAI Gym
td-methods temporal-difference-algorithms gym reinforcem reinforcement-learning
Language:Jupyter Notebook 1
arya-ebrahimi / rl-playground
tabular and deep rl algorithms
ddpg-pytorch dqn-pytorch dynamic-programming ppo-pytorch pytorch reinforcement-learning sac-pytorch td3-pytorch temporal-difference-algorithms temporal-differencing-learning
Language:Jupyter Notebook 0
JayLohokare / temporal-difference-implementation
Implementation of various temporal difference algorithms for OpenAI Cliff walking (Gridworld Cliff)
temporal-difference-algorithms sarsa-learning qlearning gridworld-cliff
Language:Jupyter Notebook
PieroMacaluso / reinforcement-learning-stuff
Just a bunch of exercises created during my thesis work working on Reinforcement Learning.
openai-gym reinforcement-learning reinforcement-learning-environments reinforcement-learning-exercises temporal-difference temporal-difference-algorithms
Language:Python