reinforcement-learning-algorithms

Repo for the Deep Reinforcement Learning Nanodegree program

deep-reinforcement-learning reinforcement-learning reinforcement-learning-algorithms neural-networks PyTorch pytorch-rl ddpg dqn ppo dynamic-programming hill-climbing ml-agents openai-gym

Jupyter Notebook 5.09 k

2 年前

NeuromatchAcademy / course-content-dl

#计算机科学#NMA deep learning course

深度学习 reinforcement-learning-algorithms continual-learning convolutional-neural-networks recurrent-neural-networks transformers

Jupyter Notebook 795

2 个月前

jxareas / Machine-Learning-Notebooks

#计算机科学#The full collection of Jupyter Notebook labs from Andrew Ng's Machine Learning Specialization.

learn clustering Jupyter Notebook 机器学习神经网络 NumPy Python regression reinforcement-learning supervised-learning Tensorflow unsupervised-learning kmeans linear-regression logistic-regression 深度学习 reinforcement-learning-algorithms

Jupyter Notebook 334

5 个月前

imagry / aleph_star

Reinforcement learning with A* and a deep heuristic

reinforcement-learning reinforcement-learning-algorithms dqn 机器学习 control-systems optimization-algorithms

Jupyter Notebook 296

7 年前

bentrevett / pytorch-rl

Tutorials for reinforcement learning in PyTorch and Gym by implementing a few of the popular algorithms. [IN PROGRESS]

PyTorch pytorch-tutorial pytorch-implmention pytorch-implementation reinforcement-learning reinforcement-learning-algorithms rl pytorch-tutorials pytorch-rl policy-gradient actor-critic a2c advantage-actor-critic

Jupyter Notebook 285

5 年前

aurimas13 / Machine-Learning-Goodness

#算法刷题#The Machine Learning project including ML/DL projects, notebooks, cheat codes of ML/DL, useful information on AI/AGI and codes or snippets/scripts/tasks with tips.

机器学习 cheatsheets 深度神经网络 deep-reinforcement-learning Python tips tips-and-tricks 算法人工智能 ChatGPT 计算机科学数据科学 gpt4 mlops reinforcement-learning reinforcement-learning-algorithms

Jupyter Notebook 272

2 年前

aditya1702 / Machine-Learning-and-Data-Science

#计算机科学#This is a repository which contains all my work related Machine Learning, AI and Data Science. This includes my graduate projects, machine learning competition codes, algorithm implementations and rea...

机器学习 deep-reinforcement-learning 深度学习数据科学 kaggle-competition reinforcement-learning-algorithms

Jupyter Notebook 270

3 年前

ChanchalKumarMaji / Reinforcement-Learning-Specialization

[Coursera] Reinforcement Learning Specialization by "University of Alberta" & "Alberta Machine Intelligence Institute"

reinforcement-learning Coursera reinforcement-learning-algorithms

Jupyter Notebook 242

6 年前

Madhu009 / Deep-math-machine-learning.ai

#自然语言处理#A blog which talks about machine learning, deep learning algorithms and the Math. and Machine learning algorithms written from scratch.

机器学习 linear-regression Tensorflow logistic-regression support-vector-machines 深度神经网络 word2vec 自然语言处理 reinforcement-learning-algorithms q-learning sarsa gans neural-networks

Jupyter Notebook 197

6 年前

BY571 / DQN-Atari-Agents

DQN-Atari-Agents: Modularized & Parallel PyTorch implementation of several DQN Agents, i.a. DDQN, Dueling DQN, Noisy DQN, C51, Rainbow, and DRQN

dqn-pytorch reinforcement-learning-algorithms atari openai deep-reinforcement-learning rainbow multiprocessing parallel-computing

Jupyter Notebook 121

5 年前

abhisheksuran / Reinforcement_Learning

Deep Reinforcement Learning Algorithms implemented with Tensorflow 2.3

reinforcement-learning-algorithms reinforcement-learning tensorflow2 policy-gradient ppo actor-critic atari

Jupyter Notebook 100

3 年前

mynkpl1998 / Recurrent-Deep-Q-Learning

Solving POMDP using Recurrent networks

PyTorch pytorch-implmention dqn reinforcement-learning-algorithms

Jupyter Notebook 90

5 年前

BY571 / IQN-and-Extensions

PyTorch Implementation of Implicit Quantile Networks (IQN) for Distributional Reinforcement Learning with additional extensions like PER, Noisy layer, N-step bootstrapping, Dueling architecture and p...

rainbow reinforcement-learning-algorithms reinforcement-learning dqn pytorch-implementation PyTorch parallel-computing parallel-processing

Jupyter Notebook 89

2 年前

BY571 / Deep-Reinforcement-Learning-Algorithm-Collection

#算法刷题#Collection of Deep Reinforcement Learning Algorithms implemented in PyTorch.

reinforcement-learning reinforcement-learning-algorithms soft-actor-critic ppo dqn ddpg policy-gradient actor-critic Library a2c 算法 deep-reinforcement-learning sac multi-agent multi-agent-reinforcement-learning 机器学习

Jupyter Notebook 78

5 年前

mit-wu-lab / IntersectionZoo

IntersectionZoo: Eco-driving for Benchmarking Multi-Agent Contextual Reinforcement Learning

autonomous-driving autonomous-vehicles control-theory deep-reinforcement-learning generalization 机器学习 multiagent-reinforcement-learning multiagent-systems Python transportation reinforcement-learning reinforcement-learning-algorithms reinforcement-learning-environments meta-learning transfer-learning multi-task-learning PyTorch

Jupyter Notebook 65

4 个月前

rllab-snu / tsallis_actor_critic_mujoco

#计算机科学#Implementation of Tsallis Actor Critic method

reinforcement-learning-algorithms markov-decision-processes 机器学习

Jupyter Notebook 61

10 个月前

ML-AI-Community / ml-ai

#计算机科学#ML-AI Community | Open Source | Built in Bharat for the World | Data science problem statements and solutions

机器学习 reinforcement-learning reinforcement-learning-algorithms 人工智能 neural 神经网络深度学习深度神经网络数据科学 supervised-learning unsupervised-learning academic india Tensorflow

Jupyter Notebook 46

3 年前

BY571 / Munchausen-RL

PyTorch implementation of the Munchausen Reinforcement Learning Algorithms M-DQN and M-IQN

reinforcement-learning reinforcement-learning-algorithms deep-q-learning deep-reinforcement-learning

Jupyter Notebook 45

5 年前

BY571 / FQF-and-Extensions

PyTorch implementation of the state-of-the-art distributional reinforcement learning algorithm Fully Parameterized Quantile Function (FQF) and Extensions: N-step Bootstrapping, PER, Noisy Layer, Dueli...

reinforcement-learning reinforcement-learning-algorithms dqn-pytorch PyTorch multiprocessing parallel-processing

Jupyter Notebook 33

5 年前

GioStamoulos / BTC_RL_Trading_Bot

#区块链#A trading bitcoin agent was created with deep reinforcement learning implementations.

深度学习 deep-reinforcement-learning multilayer-perceptron-network trading-bot time-series-analysis 加密货币 gym-environment stable-baselines reinforcement-learning-algorithms actor-critic-algorithm proximal-policy-optimization

Jupyter Notebook 33

3 年前