43 results found Sort:

datawhalechina
easy-rl datawhalechina
1.9k
9.5k
other
79
强化学习中文教程（蘑菇书🍄），在线阅读地址：https://datawhalechina.github.io/easy-rl/
a3c dqn ppo td3 ddpg sarsa easy-rl double-dqn q-learning dueling-dqn policy-gradient imitation-learning reinforcement-learning deep-reinforcement-learning
Created 2020-07-03
1,194 commits to master branch, last one 13 days ago
MorvanZhou
Reinforcement-learning-with-tensorflow MorvanZhou
5.0k
8.9k
mit
289
Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学
a3c dqn ppo ddpg sarsa tutorial double-dqn q-learning dueling-dqn actor-critic sarsa-lambda deep-q-network policy-gradient machine-learning prioritized-replay tensorflow-tutorials reinforcement-learning proximal-policy-optimization deep-deterministic-policy-gradient asynchronous-advantage-actor-critic
Created 2017-05-06
114 commits to master branch, last one 2 years ago
AminHP
gym-anytrading AminHP
473
2.2k
mit
87
The most simple, flexible, and comprehensive OpenAI Gym trading environment (Approved by OpenAI Gym)
dqn forex stocks trading openai-gym q-learning gym-environments trading-algorithms trading-environments reinforcement-learning
Created 2019-09-16
42 commits to master branch, last one about a year ago
XinJingHao
DRL-Pytorch XinJingHao
172
1.4k
unknown
9
Clean, Robust, and Unified PyTorch implementation of popular Deep Reinforcement Learning (DRL) algorithms (Q-learning, Duel DDQN, PER, C51, Noisy DQN, PPO, DDPG, TD3, SAC, ASL)
asl c51 ppo sac td3 ddpg pytorch double-dqn q-learning dueling-dqn noisynet-dqn categorical-dqn machine-learning reinforcement-learning deep-reinforcement-learning prioritized-experience-replay
Created 2021-11-14
104 commits to main branch, last one 29 days ago
vmayoral
basic_reinforcement_learning vmayoral
358
1.1k
gpl-3.0
61
An introductory series to Reinforcement Learning (RL) with comprehensive step-by-step tutorials.
ai tutorial openai-gym q-learning deeplearning deep-learning neural-networks reinforcement-learning artificial-intelligence
Created 2016-05-08
206 commits to master branch, last one about a year ago
pskrunner14
trading-bot pskrunner14
341
983
mit
53
Stock Trading Bot using Deep Q-Learning
ai-agents q-learning trading-bot stock-trading deep-q-learning stock-trading-bot trading-algorithms reinforcement-learning stock-price-prediction
Created 2018-08-13
31 commits to master branch, last one 4 years ago
sudharsan13296
Hands-On-Reinforcement-Learning-With-Python sudharsan13296
325
839
unknown
43
Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow
ppo drqn trpo sarsa double-dqn openai-gym q-learning dueling-dqn monte-carlo deep-q-network policy-gradient policy-gradients reinforcement-learning deep-learning-algorithms deep-recurrent-q-network markov-decision-processes deep-reinforcement-learning hindsight-experience-replay deep-deterministic-policy-gradient asynchronous-advantage-actor-critic
Created 2018-06-11
44 commits to master branch, last one 4 years ago
benedekrozemberczki
awesome-monte-carlo-tree-search-papers benedekrozemberczki
71
645
cc0-1.0
31
A curated list of Monte Carlo tree search papers with implementations.
rl atari learning q-learning monte-carlo tree-search deep-learning deep-q-learning policy-gradient machine-learning policy-evaluation reinforcement-learning monte-carlo-tree-search machine-learning-algorithms reinforcement-learning-agent reinforcement-learning-algorithms
Created 2019-11-22
112 commits to master branch, last one 8 months ago
mpatacchiola
dissecting-reinforcement-learning mpatacchiola
177
610
mit
55
Python code, PDFs and resources for the series of posts on Reinforcement Learning which I published on my personal blog
sarsa q-learning actor-critic markov-chain mountain-car drone-landing neural-networks genetic-algorithm inverted-pendulum multi-armed-bandit reinforcement-learning deep-reinforcement-learning temporal-differencing-learning dissecting-reinforcement-learning
Created 2016-12-09
89 commits to master branch, last one about a year ago
glample
Arnold glample
104
521
unknown
40
Arnold - DOOM Agent
doom doom-2 q-learning self-playing neural-network vizdoom-competition reinforcement-learning artificial-intelligence
Created 2017-11-14
3 commits to master branch, last one 6 years ago
VinF
deer VinF
126
485
other
50
DEEp Reinforcement learning framework
q-learning policy-gradient deep-reinforcement-learning
Created 2016-01-21
489 commits to master branch, last one 6 months ago
AndreaVidali
Deep-QLearning-Agent-for-Traffic-Signal-Control AndreaVidali
150
424
mit
8
A framework where a deep Q-Learning Reinforcement Learning agent tries to choose the correct traffic light phase at an intersection to maximize traffic efficiency.
sumo traffic q-learning traffic-signal traffic-light-controller deep-reinforcement-learning
Created 2019-03-17
51 commits to master branch, last one 3 years ago
sichkar-valentyn
Reinforcement_Learning_in_Python sichkar-valentyn
111
411
mit
7
Implementing Reinforcement Learning, namely Q-learning and Sarsa algorithms, for global path planning of mobile robot in unknown environment with obstacles. Comparison analysis of Q-learning and Sarsa
sarsa rl-sarsa rl-agents q-learning maze-solver rl-emulator rl-qlearning sarsa-search path-planning rl-algorithms rl-playground shortest-path rl-environment rl-experiments sarsa-learning maze-algorithms obstacle-avoidance q-learning-vs-sarsa reinforcement-learning reinforcement-learning-algorithms
Created 2018-04-26
196 commits to master branch, last one 3 years ago
golsun
deep-RL-trading golsun
122
357
mit
28
playing idealized trading games with deep reinforcement learning
dqn stock trading q-learning time-series stock-market deep-learning neural-network machine-learning quantitative-trading reinforcement-learning deep-reinforcement-learning
Created 2018-02-25
31 commits to master branch, last one 3 years ago
sudharsan13296
Deep-Reinforcement-Learning-With-Python sudharsan13296
125
350
unknown
11
Master classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math
a2c a3c c51 dqn ppo sac td3 ddpg trpo double-dqn openai-gym q-learning actor-critic deep-learning policy-gradient bellman-equation reinforcement-learning deep-reinforcement-learning inverse-reinforcement-learning
Created 2020-10-02
23 commits to master branch, last one 3 years ago
ankonzoid
LearningX ankonzoid
187
349
mit
21
Deep & Classical Reinforcement Learning + Machine Learning Examples in Python
deep agent python examples learning tutorials q-learning data-science optimization deep-learning tutorial-code neural-network machine-learning tutorial-exercises reinforcement-learning deep-reinforcement-learning machine-learning-algorithms multiagent-reinforcement-learning
Created 2017-09-10
6 commits to master branch, last one 4 years ago
lucidrains
q-transformer lucidrains
20
347
mit
6
Implementation of Q-Transformer, Scalable Offline Reinforcement Learning via Autoregressive Q-Functions, out of Google Deepmind
robotics q-learning transformers deep-learning offline-learning attention-mechanisms artificial-intelligence
Created 2023-09-20
113 commits to main branch, last one 5 days ago
vdutor
TF-rex vdutor
52
343
mit
17
Play Google Chrome's T-rex game with TensorFlow
t-rex q-learning tensorflow deep-reinforcement-learning
Created 2017-03-04
70 commits to master branch, last one 5 years ago
rishal-hurbans
Grokking-Artificial-Intelligence-Algorithms rishal-hurbans
114
328
agpl-3.0
11
The official code repository supporting the book, Grokking Artificial Intelligence Algorithms
ai python algorithm q-learning machine-learning search-algorithm genetic-algorithm linear-regression reinforcement-learning ant-colony-optimization evolutionary-algorithms classification-algorithm machine-learning-algorithms particle-swarm-optimization
Created 2019-05-29
35 commits to master branch, last one 3 years ago
accel-brain
accel-brain-code accel-brain
93
310
gpl-2.0
20
The purpose of this repository is to make prototypes as case study in the context of proof of concept(PoC) and research and development(R&D) that I have written in my website. The main research topics...
lstm q-learning auto-encoder deep-learning deep-q-network quantum-annealing transfer-learning energy-based-model quantum-monte-carlo simulated-annealing reinforcement-learning automatic-summarization self-supervised-learning semi-supervised-learning combinatorial-optimization deep-reinforcement-learning restricted-boltzmann-machine generative-adversarial-network multi-agent-reinforcement-learning
Created 2017-09-15
1,863 commits to master branch, last one 11 months ago
Allenpandas
Reinforcement-Learning-Papers Allenpandas
33
303
mit
15
📚 List of Top-tier Conference Papers on Reinforcement Learning (RL)，including: NeurIPS, ICML, AAAI, IJCAI, AAMAS, ICLR, ICRA, etc.
dqn aaai icml ijcai neurips rl-papers q-learning policy-gradient imitation-learning reinforcement-learning artificial-intelligence deep-reinforcement-learning meta-reinforcement-learning reinforcement-learning-paper reinforcement-learning-papers offline-reinforcement-learning multi-agent-reinforcement-learning reinforcement-learning-conferences hierarchical-reinforcement-learning reinforcement-learning-conferences-papers
Created 2023-01-05
117 commits to main branch, last one 5 months ago
frontbenchHQ
Data-Science-Free frontbenchHQ
180
302
mit
17
Free Resources For Data Science created by Shubham Kumar
ml courses q-learning statistics data-science deep-learning ml-cheatsheet machine-learning supervised-learning reinforcement-learning
Created 2019-02-10
93 commits to master branch, last one 4 years ago
cool-RR
marley cool-RR
26
271
mit
13
A framework for multi-agent reinforcement learning.
ai keras python q-learning tensorflow hacktoberfest machine-learning reinforcement-learning
Created 2020-10-06
145 commits to master branch, last one 2 years ago
nuno-faria
tetris-ai nuno-faria
70
267
mit
7
A deep reinforcement learning bot that plays tetris
tetris game-ai q-learning deep-reinforcement-learning
Created 2019-07-23
13 commits to master branch, last one 2 months ago
harveybc
gym-fx harveybc
51
205
unknown
29
Forex trading simulator environment for OpenAI Gym, observations contain the order status, performance and timeseries loaded from a CSV file containing rates and indicators. Work In Progress
p2p mql4 agent forex python blockchain openai-gym q-learning timeseries distributed decentralized deep-learning deep-q-network machinelearning machine-learning reinforcement-learning evolutionary-algorithms
Created 2017-02-21
830 commits to master branch, last one about a year ago
Sea-Snell
Implicit-Language-Q-Learning Sea-Snell
17
199
mit
6
Official code from the paper "Offline RL for Natural Language Generation with Implicit Language Q Learning"
iql nlp python pytorch offline-rl q-learning language-model implicit-q-learning reinforcement-learning
Created 2022-06-05
17 commits to main branch, last one about a year ago
KodAgge
Reinforcement-Learning-for-Market-Making KodAgge
42
167
unknown
4
Using tabular and deep reinforcement learning methods to infer optimal market making strategies
q-learning deep-learning market-making limit-order-book double-deep-q-network reinforcement-learning deep-reinforcement-learning
Created 2022-05-20
109 commits to main branch, last one about a year ago
lucidrains
llama-qrlhf lucidrains
6
157
mit
21
Implementation of the Llama architecture with RLHF + Q-learning
attention q-learning deep-learning artificial-intelligence
Created 2023-11-23
19 commits to main branch, last one 11 months ago
AgentMaker
Paddle-RLBooks AgentMaker
13
116
apache-2.0
4
Paddle-RLBooks is a reinforcement learning code study guide based on pure PaddlePaddle.
c51 dqn sac td3 ddpg sarsa noisy-dqn nstep-dqn reinforce double-dqn q-learning dueling-dqn actor-critic paddlepaddle policy-gradient value-iteration policy-iteration reinforcement-learning policy-gradient-with-baseline
Created 2021-03-21
24 commits to main branch, last one 3 years ago
JuliaMusic
PianoFingering.jl JuliaMusic
3
109
gpl-3.0
4
(Experimental, a lot of bugs) Automatic fingering generator for piano scores, determining optimal fingering using Model-Based Reinforcement Learning, written in the Julia language.
mdp dyna julia piano music21 q-learning julia-package piano-fingers julia-language piano-keyboard piano-fingering reinforcement-learning model-based-reinforcement-learning
This repository has been archived (exclude archived)
Created 2023-04-21
20 commits to main branch, last one about a year ago