All Projects → D3rlpy → Similar Projects or Alternatives

322 Open source projects that are alternatives of or similar to D3rlpy

Drl Portfolio Management
CSCI 599 deep learning and its applications final project
Stars: ✭ 121 (-12.95%)
Rlcard
Reinforcement Learning / AI Bots in Card (Poker) Games - Blackjack, Leduc, Texas, DouDizhu, Mahjong, UNO.
Stars: ✭ 980 (+605.04%)
Deeprl algorithms
DeepRL algorithms implementation easy for understanding and reading with Pytorch and Tensorflow 2(DQN, REINFORCE, VPG, A2C, TRPO, PPO, DDPG, TD3, SAC)
Stars: ✭ 97 (-30.22%)
Minecraft Reinforcement Learning
Deep Recurrent Q-Learning vs Deep Q Learning on a simple Partially Observable Markov Decision Process with Minecraft
Stars: ✭ 33 (-76.26%)
Deep Reinforcement Learning In Large Discrete Action Spaces
Implementation of the algorithm in Python 3, TensorFlow and OpenAI Gym
Stars: ✭ 132 (-5.04%)
Pytorch A3c
PyTorch implementation of Asynchronous Advantage Actor Critic (A3C) from "Asynchronous Methods for Deep Reinforcement Learning".
Stars: ✭ 879 (+532.37%)
Drl Rec
Deep reinforcement learning for recommendation system
Stars: ✭ 92 (-33.81%)
Drl4nlp.scratchpad
Notes on Deep Reinforcement Learning for Natural Language Processing papers
Stars: ✭ 26 (-81.29%)
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 (-15.11%)
Paac.pytorch
Pytorch implementation of the PAAC algorithm presented in Efficient Parallel Methods for Deep Reinforcement Learning https://arxiv.org/abs/1705.04862
Stars: ✭ 22 (-84.17%)
Pytorch sac ae
PyTorch implementation of Soft Actor-Critic + Autoencoder(SAC+AE)
Stars: ✭ 94 (-32.37%)
Pygame Learning Environment
PyGame Learning Environment (PLE) -- Reinforcement Learning Environment in Python.
Stars: ✭ 828 (+495.68%)
Policy Gradient
Minimal Monte Carlo Policy Gradient (REINFORCE) Algorithm Implementation in Keras
Stars: ✭ 135 (-2.88%)
Osim Rl
Reinforcement learning environments with musculoskeletal models
Stars: ✭ 763 (+448.92%)
Deep Learning Drizzle
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
Stars: ✭ 9,717 (+6890.65%)
Tensorflow Tutorial
TensorFlow and Deep Learning Tutorials
Stars: ✭ 748 (+438.13%)
Tetris Ai
A deep reinforcement learning bot that plays tetris
Stars: ✭ 109 (-21.58%)
Deeplearningflappybird
Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).
Stars: ✭ 6,211 (+4368.35%)
Imitation Learning
Imitation learning algorithms
Stars: ✭ 85 (-38.85%)
Trax
Trax — Deep Learning with Clear Code and Speed
Stars: ✭ 6,666 (+4695.68%)
A Deep Rl Approach For Sdn Routing Optimization
A Deep-Reinforcement Learning Approach for Software-Defined Networking Routing Optimization
Stars: ✭ 125 (-10.07%)
Carla
Open-source simulator for autonomous driving research.
Stars: ✭ 7,012 (+4944.6%)
Rlenv.directory
Explore and find reinforcement learning environments in a list of 150+ open source environments.
Stars: ✭ 79 (-43.17%)
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 (+373.38%)
Deeptraffic
DeepTraffic is a deep reinforcement learning competition, part of the MIT Deep Learning series.
Stars: ✭ 1,528 (+999.28%)
Hands On Reinforcement Learning With Python
Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow
Stars: ✭ 640 (+360.43%)
Mit Deep Learning
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
Stars: ✭ 8,912 (+6311.51%)
Habitat Lab
A modular high-level library to train embodied AI agents across a variety of tasks, environments, and simulators.
Stars: ✭ 587 (+322.3%)
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 (-1.44%)
Mario Ai
Playing Mario with Deep Reinforcement Learning
Stars: ✭ 579 (+316.55%)
Awesome System For Machine Learning
A curated list of research in machine learning system. I also summarize some papers if I think they are really interesting.
Stars: ✭ 1,185 (+752.52%)
Trending Deep Learning
Top 100 trending deep learning repositories sorted by the number of stars gained on a specific day.
Stars: ✭ 543 (+290.65%)
Aws Robomaker Sample Application Deepracer
Use AWS RoboMaker and demonstrate running a simulation which trains a reinforcement learning (RL) model to drive a car around a track
Stars: ✭ 105 (-24.46%)
Ai Economist
Foundation is a flexible, modular, and composable framework to model socio-economic behaviors and dynamics with both agents and governments. This framework can be used in conjunction with reinforcement learning to learn optimal economic policies, as done by the AI Economist (https://www.einstein.ai/the-ai-economist).
Stars: ✭ 537 (+286.33%)
Noreward Rl
[ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep Reinforcement Learning
Stars: ✭ 1,176 (+746.04%)
Deep Reinforcement Learning For Automated Stock Trading Ensemble Strategy Icaif 2020
Deep Reinforcement Learning for Automated Stock Trading: An Ensemble Strategy. ICAIF 2020. Please star.
Stars: ✭ 518 (+272.66%)
Rl Quadcopter
Teach a Quadcopter How to Fly!
Stars: ✭ 124 (-10.79%)
Awesome Deep Trading
List of awesome resources for machine learning-based algorithmic trading
Stars: ✭ 514 (+269.78%)
1 Year Machinelearning Journey
An advanced program in Machine Learning and Deep Learning
Stars: ✭ 69 (-50.36%)
Phillip
The SSBM "Phillip" AI.
Stars: ✭ 508 (+265.47%)
Reinforcement Learning
🤖 Implements of Reinforcement Learning algorithms.
Stars: ✭ 104 (-25.18%)
Tensorflow Reinforce
Implementations of Reinforcement Learning Models in Tensorflow
Stars: ✭ 480 (+245.32%)
Pytorch Nec
PyTorch Implementation of Neural Episodic Control (NEC)
Stars: ✭ 67 (-51.8%)
Introtodeeplearning
Lab Materials for MIT 6.S191: Introduction to Deep Learning
Stars: ✭ 4,955 (+3464.75%)
Ml Agents
Unity Machine Learning Agents Toolkit
Stars: ✭ 12,134 (+8629.5%)
Deer
DEEp Reinforcement learning framework
Stars: ✭ 455 (+227.34%)
Malmo Challenge
Malmo Collaborative AI Challenge - Team Pig Catcher
Stars: ✭ 64 (-53.96%)
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 (+221.58%)
Torchrl
Highly Modular and Scalable Reinforcement Learning
Stars: ✭ 102 (-26.62%)
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 (+217.99%)
Drl paper summary
Summary of key papers in deep reinforcement learning. Heavily based on OpenAI SpinningUp.
Stars: ✭ 49 (-64.75%)
Reinforcement Learning Algorithms
This repository contains most of pytorch implementation based classic deep reinforcement learning algorithms, including - DQN, DDQN, Dueling Network, DDPG, SAC, A2C, PPO, TRPO. (More algorithms are still in progress)
Stars: ✭ 426 (+206.47%)
Advanced Deep Learning And Reinforcement Learning Deepmind
🎮 Advanced Deep Learning and Reinforcement Learning at UCL & DeepMind | YouTube videos 👉
Stars: ✭ 121 (-12.95%)
Ml In Tf
Get started with Machine Learning in TensorFlow with a selection of good reads and implemented examples!
Stars: ✭ 45 (-67.63%)
Finrl Library
FinRL: Financial Reinforcement Learning Framework. Please star. 🔥
Stars: ✭ 3,037 (+2084.89%)
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 (-2.16%)
Keras Rl2
Reinforcement learning with tensorflow 2 keras
Stars: ✭ 134 (-3.6%)
Deep Rl Tensorflow
TensorFlow implementation of Deep Reinforcement Learning papers
Stars: ✭ 1,552 (+1016.55%)
Exploration By Disagreement
[ICML 2019] TensorFlow Code for Self-Supervised Exploration via Disagreement
Stars: ✭ 99 (-28.78%)
Deep Q Learning
Minimal Deep Q Learning (DQN & DDQN) implementations in Keras
Stars: ✭ 1,013 (+628.78%)
61-120 of 322 similar projects