All Projects → Deep Reinforcement Learning Algorithms → Similar Projects or Alternatives

6299 Open source projects that are alternatives of or similar to Deep Reinforcement Learning Algorithms

Deep Rl Trading
playing idealized trading games with deep reinforcement learning
Stars: ✭ 228 (+36.53%)
Mutual labels:  deep-reinforcement-learning, dqn
Applied Reinforcement Learning
Reinforcement Learning and Decision Making tutorials explained at an intuitive level and with Jupyter Notebooks
Stars: ✭ 229 (+37.13%)
Tensorflow2 Deep Reinforcement Learning
Code accompanying the blog post "Deep Reinforcement Learning with TensorFlow 2.1"
Stars: ✭ 204 (+22.16%)
king-pong
Deep Reinforcement Learning Pong Agent, King Pong, he's the best
Stars: ✭ 23 (-86.23%)
Mutual labels:  deep-reinforcement-learning, dqn
deep-rl-quadcopter
Implementation of Deep Deterministic Policy Gradients (DDPG) to teach a Quadcopter How to Fly!
Stars: ✭ 17 (-89.82%)
Paddle-RLBooks
Paddle-RLBooks is a reinforcement learning code study guide based on pure PaddlePaddle.
Stars: ✭ 113 (-32.34%)
Mutual labels:  dqn, ddpg
SRLF
Simple Reinforcement Learning Framework
Stars: ✭ 24 (-85.63%)
wolpertinger ddpg
Wolpertinger Training with DDPG (Pytorch), Deep Reinforcement Learning in Large Discrete Action Spaces. Multi-GPU/Singer-GPU/CPU compatible.
Stars: ✭ 44 (-73.65%)
xingtian
xingtian is a componentized library for the development and verification of reinforcement learning algorithms
Stars: ✭ 229 (+37.13%)
Mutual labels:  dqn, ppo
Autonomous-Drifting
Autonomous Drifting using Reinforcement Learning
Stars: ✭ 83 (-50.3%)
Mutual labels:  deep-reinforcement-learning, dqn
reinforcement learning with Tensorflow
Minimal implementations of reinforcement learning algorithms by Tensorflow
Stars: ✭ 28 (-83.23%)
Mutual labels:  dqn, ddpg
deeprl-continuous-control
Learning Continuous Control in Deep Reinforcement Learning
Stars: ✭ 14 (-91.62%)
Pytorch A2c Ppo Acktr Gail
PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).
Stars: ✭ 2,632 (+1476.05%)
Mutual labels:  deep-reinforcement-learning, ppo
Drq
DrQ: Data regularized Q
Stars: ✭ 268 (+60.48%)
model-free-algorithms
TD3, SAC, IQN, Rainbow, PPO, Ape-X and etc. in TF1.x
Stars: ✭ 56 (-66.47%)
Mutual labels:  ddpg, ppo
reinforce-js
[INACTIVE] A collection of various machine learning solver. The library is an object-oriented approach (baked with Typescript) and tries to deliver simplified interfaces that make using the algorithms pretty simple.
Stars: ✭ 20 (-88.02%)
Mutual labels:  deep-reinforcement-learning, dqn
Pytorch Ddpg
Implementation of the Deep Deterministic Policy Gradient (DDPG) using PyTorch
Stars: ✭ 272 (+62.87%)
Openai lab
An experimentation framework for Reinforcement Learning using OpenAI Gym, Tensorflow, and Keras.
Stars: ✭ 313 (+87.43%)
Hands On Intelligent Agents With Openai Gym
Code for Hands On Intelligent Agents with OpenAI Gym book to get started and learn to build deep reinforcement learning agents using PyTorch
Stars: ✭ 189 (+13.17%)
Mutual labels:  deep-reinforcement-learning, dqn
pytorch-rl
Pytorch Implementation of RL algorithms
Stars: ✭ 15 (-91.02%)
Mutual labels:  dqn, ddpg
Gdrl
Grokking Deep Reinforcement Learning
Stars: ✭ 304 (+82.04%)
Ppo Pytorch
Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch
Stars: ✭ 325 (+94.61%)
Mutual labels:  deep-reinforcement-learning, ppo
Crypto Rl
Deep Reinforcement Learning toolkit: record and replay cryptocurrency limit order book data & train a DDQN agent
Stars: ✭ 328 (+96.41%)
Mutual labels:  deep-reinforcement-learning, dqn
DDPG
End to End Mobile Robot Navigation using DDPG (Continuous Control with Deep Reinforcement Learning) based on Tensorflow + Gazebo
Stars: ✭ 41 (-75.45%)
Reinforcement learning tutorial with demo
Reinforcement Learning Tutorial with Demo: DP (Policy and Value Iteration), Monte Carlo, TD Learning (SARSA, QLearning), Function Approximation, Policy Gradient, DQN, Imitation, Meta Learning, Papers, Courses, etc..
Stars: ✭ 442 (+164.67%)
Rl Portfolio Management
Attempting to replicate "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem" https://arxiv.org/abs/1706.10059 (and an openai gym environment)
Stars: ✭ 447 (+167.66%)
Introtodeeplearning
Lab Materials for MIT 6.S191: Introduction to Deep Learning
Stars: ✭ 4,955 (+2867.07%)
Practical rl
A course in reinforcement learning in the wild
Stars: ✭ 4,741 (+2738.92%)
Pytorch Rl
PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Learning (GAIL). Fast Fisher vector product TRPO.
Stars: ✭ 658 (+294.01%)
Mutual labels:  deep-reinforcement-learning, ppo
Pytorch Rl
Deep Reinforcement Learning with pytorch & visdom
Stars: ✭ 745 (+346.11%)
Mutual labels:  deep-reinforcement-learning, dqn
Parl Sample
Deep reinforcement learning using baidu PARL(maze,flappy bird and so on)
Stars: ✭ 37 (-77.84%)
Mutual labels:  deep-reinforcement-learning, dqn
Rl Book
Source codes for the book "Reinforcement Learning: Theory and Python Implementation"
Stars: ✭ 464 (+177.84%)
Deep Q Learning
Minimal Deep Q Learning (DQN & DDQN) implementations in Keras
Stars: ✭ 1,013 (+506.59%)
Mutual labels:  deep-reinforcement-learning, dqn
Gym Continuousdoubleauction
A custom MARL (multi-agent reinforcement learning) environment where multiple agents trade against one another (self-play) in a zero-sum continuous double auction. Ray [RLlib] is used for training.
Stars: ✭ 50 (-70.06%)
Mutual labels:  jupyter-notebook, ppo
Mit Deep Learning
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
Stars: ✭ 8,912 (+5236.53%)
Deep Rl Keras
Keras Implementation of popular Deep RL Algorithms (A3C, DDQN, DDPG, Dueling DDQN)
Stars: ✭ 395 (+136.53%)
Mutual labels:  dqn, ddpg
Reinforcement learning
Reinforcement learning tutorials
Stars: ✭ 82 (-50.9%)
Mutual labels:  dqn, ppo
Policy Gradient Methods
Implementation of Algorithms from the Policy Gradient Family. Currently includes: A2C, A3C, DDPG, TD3, SAC
Stars: ✭ 54 (-67.66%)
Mutual labels:  jupyter-notebook, ddpg
Run Skeleton Run
Reason8.ai PyTorch solution for NIPS RL 2017 challenge
Stars: ✭ 83 (-50.3%)
Mutual labels:  ppo, ddpg
Gym trading
Stars: ✭ 87 (-47.9%)
Mutual labels:  jupyter-notebook, dqn
Rainbow Is All You Need
Rainbow is all you need! A step-by-step tutorial from DQN to Rainbow
Stars: ✭ 938 (+461.68%)
Mutual labels:  jupyter-notebook, dqn
Ml In Tf
Get started with Machine Learning in TensorFlow with a selection of good reads and implemented examples!
Stars: ✭ 45 (-73.05%)
Mutual labels:  deep-reinforcement-learning, dqn
Rl Course Experiments
Stars: ✭ 73 (-56.29%)
Torch Ac
Recurrent and multi-process PyTorch implementation of deep reinforcement Actor-Critic algorithms A2C and PPO
Stars: ✭ 70 (-58.08%)
Mutual labels:  deep-reinforcement-learning, ppo
Torchrl
Highly Modular and Scalable Reinforcement Learning
Stars: ✭ 102 (-38.92%)
Mutual labels:  deep-reinforcement-learning, dqn
Intro To Deep Learning
A collection of materials to help you learn about deep learning
Stars: ✭ 103 (-38.32%)
Openaigym
Solving OpenAI Gym problems.
Stars: ✭ 98 (-41.32%)
Mutual labels:  dqn, ddpg
Drl Portfolio Management
CSCI 599 deep learning and its applications final project
Stars: ✭ 121 (-27.54%)
Ctc Executioner
Master Thesis: Limit order placement with Reinforcement Learning
Stars: ✭ 112 (-32.93%)
Mutual labels:  jupyter-notebook, dqn
Deep Rl Tensorflow
TensorFlow implementation of Deep Reinforcement Learning papers
Stars: ✭ 1,552 (+829.34%)
Mutual labels:  deep-reinforcement-learning, dqn
Rl Quadcopter
Teach a Quadcopter How to Fly!
Stars: ✭ 124 (-25.75%)
Ros2learn
ROS 2 enabled Machine Learning algorithms
Stars: ✭ 119 (-28.74%)
Mutual labels:  dqn, ppo
Reinforcementlearning Atarigame
Pytorch LSTM RNN for reinforcement learning to play Atari games from OpenAI Universe. We also use Google Deep Mind's Asynchronous Advantage Actor-Critic (A3C) Algorithm. This is much superior and efficient than DQN and obsoletes it. Can play on many games
Stars: ✭ 118 (-29.34%)
Advanced Deep Learning And Reinforcement Learning Deepmind
🎮 Advanced Deep Learning and Reinforcement Learning at UCL & DeepMind | YouTube videos 👉
Stars: ✭ 121 (-27.54%)
Learning Notes
💡 Repo of learning notes in DRL and DL, theory, codes, models and notes maybe.
Stars: ✭ 90 (-46.11%)
Drl
Repository for codes of 'Deep Reinforcement Learning'
Stars: ✭ 172 (+2.99%)
Mutual labels:  deep-reinforcement-learning, dqn
Deep Qlearning Agent For Traffic Signal Control
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.
Stars: ✭ 136 (-18.56%)
Keras Rl2
Reinforcement learning with tensorflow 2 keras
Stars: ✭ 134 (-19.76%)
Mutual labels:  deep-reinforcement-learning, dqn
Machine Learning And Data Science
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 reading material.
Stars: ✭ 137 (-17.96%)
Deep Reinforcement Learning In Large Discrete Action Spaces
Implementation of the algorithm in Python 3, TensorFlow and OpenAI Gym
Stars: ✭ 132 (-20.96%)
61-120 of 6299 similar projects