GitHub topics: sutton-book

Repositories

zeynepCankara/Cliff-Walking-Solution

Q-learning and SARSA algorithms from Sutton's Reinforcement Learning book.

Language: Python - Size: 133 KB - Last synced at: 6 months ago - Pushed at: about 6 years ago - Stars: 18 - Forks: 6

jamesliao2016/sutton_Gambler

python code successfullly reproduce the Gambler problem, Figure 4.6 of Chapter 4 on Sutton's book, Sutton, R. S., & Barto, A. G. (1998). Reinforcement learning: An introduction (Vol. 1, No. 1). Cambridge: MIT press.

Language: Python - Size: 33.2 KB - Last synced at: about 1 year ago - Pushed at: over 7 years ago - Stars: 1 - Forks: 0

ondrejbiza/racetrack

An environment for tabular Reinforcement Learning agents.

Language: Python - Size: 206 KB - Last synced at: about 1 month ago - Pushed at: almost 7 years ago - Stars: 13 - Forks: 5

prasad-madhale/Project-RL

Implementations of standard RL problems and algorithms

Language: Jupyter Notebook - Size: 1.09 MB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 0

ashutoshtiwari13/Demystifying-Deep-Reinforcement-Learning

⚡️ Code and Notes 📝 for Grokking Deep RL and RL: An Introduction by Sutton & Barto(2nd edition, 2018) 🤘

Language: Jupyter Notebook - Size: 73.3 MB - Last synced at: about 1 year ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 1

raklokesh/ReinforcementLearning_Sutton-Barto_Solutions

Solutions and figures for problems from Reinforcement Learning: An Introduction Sutton&Barto

Language: Python - Size: 4.47 MB - Last synced at: almost 2 years ago - Pushed at: almost 6 years ago - Stars: 20 - Forks: 4

nopperl/rl-exercises

Solutions of exercises in Sutton, Barto (2018)

Language: Jupyter Notebook - Size: 1.32 MB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

ondrejbiza/bandits

Comparison of bandit algorithms from the Reinforcement Learning bible.

Language: Python - Size: 1.35 MB - Last synced at: about 1 month ago - Pushed at: almost 7 years ago - Stars: 17 - Forks: 0

adik993/reinforcement-learning-sutton

Language: Python - Size: 75.2 KB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 13 - Forks: 3

kkonevets/rl-snake

Some reinforcement learning algorithms to play snake game

Language: Python - Size: 525 KB - Last synced at: about 2 months ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

maorshutman/sutton-barto

Programming exercises in Sutton & Barto 2nd ed.

Language: Python - Size: 17.6 KB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 0

GiacomoFerro/Bachelor-Thesis

My bachelor thesis in Bioinformatics

Language: Python - Size: 32.8 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0

ocraft/rl-sandbox

Selected algorithms and exercises from the book Sutton, R. S. & Barton, A.: Reinforcement Learning: An Introduction. 2nd Edition, MIT Press, Cambridge, 2018.

Language: Python - Size: 1.72 MB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 2 - Forks: 3