GitHub topics: temporal-difference-learning
moporgic/TDL2048
The Most Efficient Temporal Difference Learning Framework for 2048
Language: C++ - Size: 1.91 MB - Last synced at: 15 days ago - Pushed at: 15 days ago - Stars: 11 - Forks: 1
reshalfahsi/swinging-up-acrobot
Swinging Up Acrobot with n-Step Q-Learning
Language: Jupyter Notebook - Size: 1.84 MB - Last synced at: 17 days ago - Pushed at: 17 days ago - Stars: 0 - Forks: 0
PsorTheDoctor/ludo-rl
Q-learning and SARSA playing ludo.
Language: Python - Size: 544 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0
ceodaniyal/q_learning
Q-Learning Implementation for Process Optimization A reinforcement learning project that calculates the shortest route between locations using the Q-Learning algorithm. This code demonstrates how AI can optimize processes in a simulated environment with predefined states and rewards. 🚀
Language: Python - Size: 1.95 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0
u84819482/Nano-RL
Tabular TD control in MAZE environment using Q-Learning, SARSA, and Expected SARSA
Language: Jupyter Notebook - Size: 667 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0
UniBwTAS/CollisionPro
A framework for collision probability distribution estimation via deep temporal difference learning
Language: Python - Size: 2.85 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 5 - Forks: 1
HridayM25/ReinforcementLearning
Some algorithms of Reinforcement Learning implemented by me, in accordance to "Introduction to Reinforcement Learning" by Richard Sutton and Andrew Barto.
Language: Jupyter Notebook - Size: 538 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 2 - Forks: 0
NikolaZubic/AppliedGameTheoryHomeworkSolutions
Solutions for course: "Applied Game Theory" taken at University of Novi Sad - Faculty of Technical Sciences
Language: Jupyter Notebook - Size: 936 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 5 - Forks: 2
K-Winkles/Multi-stage-TDL-2048
This repository contains my undergraduate thesis source code for Multi-stage Temporal Difference Learning with 2048 as an AI testbed. I reimagined my original C++ implementation in Qt for visualisation purposes.
Language: C++ - Size: 5.86 KB - Last synced at: over 1 year ago - Pushed at: almost 6 years ago - Stars: 0 - Forks: 0
enstit/Racetrack
Temporal Difference Learning for the Racetrack problem
Language: Jupyter Notebook - Size: 8.37 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
tensor-mutator/Symbiosis
A Reinforcement Learning library for solving custom environments
Language: Python - Size: 18 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0
VEXLife/Accelerated-TD
My Implementation of the Accelerated Gradient Temporal Difference Learning algorithm in Python
Language: Python - Size: 1.66 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0
ziap/2048-tdl
Temporal difference learning for 2048
Language: HTML - Size: 281 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 0
CrosleyZack/cse574
Course work for CSE 574 Planning and Learning Methods in AI
Language: Python - Size: 252 MB - Last synced at: 3 days ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0
qpwoeirut/2048-solver
A set of AIs for the 2048 tile-merging game. Includes an expectimax strategy that reaches 16384 with 34.6% success and an ML model trained with temporal difference learning.
Language: C++ - Size: 1.35 GB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 11 - Forks: 0
Develop-Packt/Introduction-to-Temporal-Difference-Learning
This module introduces temporal-difference learning and focuses on how it develops over the ideas of both Monte Carlo methods, and dynamic programming.
Language: Jupyter Notebook - Size: 202 KB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 2 - Forks: 1
ZikangZhou/nim_rl
A reinforcement learning framework for the game of Nim.
Language: C++ - Size: 11.8 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 5 - Forks: 0
hadi16/ReAntics-Agents
AI agents for the game ReAntics.
Language: Python - Size: 452 KB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 1
