drift drlHigh-speed Autonomous Drifting with Deep Reinforcement Learning
Stars: ✭ 82 (+148.48%)
Minecraft Reinforcement LearningDeep Recurrent Q-Learning vs Deep Q Learning on a simple Partially Observable Markov Decision Process with Minecraft
Stars: ✭ 33 (+0%)
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 (-39.39%)
pytorchrlDeep Reinforcement Learning algorithms implemented in PyTorch
Stars: ✭ 47 (+42.42%)
chiA high-level framework for advanced deep learning with TensorFlow
Stars: ✭ 55 (+66.67%)
Pytorch A3cPyTorch implementation of Asynchronous Advantage Actor Critic (A3C) from "Asynchronous Methods for Deep Reinforcement Learning".
Stars: ✭ 879 (+2563.64%)
Go Bot DrlGoal-Oriented Chatbot trained with Deep Reinforcement Learning
Stars: ✭ 149 (+351.52%)
decentralized-rlDecentralized Reinforcment Learning: Global Decision-Making via Local Economic Transactions (ICML 2020)
Stars: ✭ 40 (+21.21%)
Drl4recsysCourses on Deep Reinforcement Learning (DRL) and DRL papers for recommender systems
Stars: ✭ 196 (+493.94%)
Cs234My Solution to Assignments of CS234
Stars: ✭ 91 (+175.76%)
Baby A3cA high-performance Atari A3C agent in 180 lines of PyTorch
Stars: ✭ 144 (+336.36%)
Pytorch-PCGradPytorch reimplementation for "Gradient Surgery for Multi-Task Learning"
Stars: ✭ 179 (+442.42%)
alphastoneUsing self-play, MCTS, and a deep neural network to create a hearthstone ai player
Stars: ✭ 24 (-27.27%)
Osim RlReinforcement learning environments with musculoskeletal models
Stars: ✭ 763 (+2212.12%)
PcgradCode for "Gradient Surgery for Multi-Task Learning"
Stars: ✭ 144 (+336.36%)
l2rOpen-source reinforcement learning environment for autonomous racing.
Stars: ✭ 38 (+15.15%)
Gym UnrealcvUnreal environments for reinforcement learning
Stars: ✭ 202 (+512.12%)
AtariAI research environment for the Atari 2600 games 🤖.
Stars: ✭ 174 (+427.27%)
dqn-obstacle-avoidanceDeep Reinforcement Learning for Fixed-Wing Flight Control with Deep Q-Network
Stars: ✭ 57 (+72.73%)
Rl Baselines3 ZooA collection of pre-trained RL agents using Stable Baselines3, training and hyperparameter optimization included.
Stars: ✭ 161 (+387.88%)
DeeplearningflappybirdFlappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).
Stars: ✭ 6,211 (+18721.21%)
Drqn TensorflowDeep recurrent Q Learning using Tensorflow, openai/gym and openai/retro
Stars: ✭ 127 (+284.85%)
D3rlpyAn offline deep reinforcement learning library
Stars: ✭ 139 (+321.21%)
TraxTrax — Deep Learning with Clear Code and Speed
Stars: ✭ 6,666 (+20100%)
Deep Learning DrizzleDrench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
Stars: ✭ 9,717 (+29345.45%)
FinRLFinRL: The first open-source project for financial reinforcement learning. Please star. 🔥
Stars: ✭ 3,497 (+10496.97%)
Stable Baselines3PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
Stars: ✭ 1,263 (+3727.27%)
LearningxDeep & Classical Reinforcement Learning + Machine Learning Examples in Python
Stars: ✭ 241 (+630.3%)
Dmc2gymOpenAI Gym wrapper for the DeepMind Control Suite
Stars: ✭ 75 (+127.27%)
CarlaOpen-source simulator for autonomous driving research.
Stars: ✭ 7,012 (+21148.48%)
Super Mario NeatThis program evolves an AI using the NEAT algorithm to play Super Mario Bros.
Stars: ✭ 64 (+93.94%)
Machine Learning And Data ScienceThis 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 (+315.15%)
Rl Baselines ZooA collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.
Stars: ✭ 839 (+2442.42%)
rlflowA TensorFlow-based framework for learning about and experimenting with reinforcement learning algorithms
Stars: ✭ 20 (-39.39%)
deep-blueberryIf you've always wanted to learn about deep-learning but don't know where to start, then you might have stumbled upon the right place!
Stars: ✭ 17 (-48.48%)
Deep Rl KerasKeras Implementation of popular Deep RL Algorithms (A3C, DDQN, DDPG, Dueling DDQN)
Stars: ✭ 395 (+1096.97%)
Learning Notes💡 Repo of learning notes in DRL and DL, theory, codes, models and notes maybe.
Stars: ✭ 90 (+172.73%)
Policy GradientMinimal Monte Carlo Policy Gradient (REINFORCE) Algorithm Implementation in Keras
Stars: ✭ 135 (+309.09%)
Rl algorithmsStructural implementation of RL key algorithms
Stars: ✭ 352 (+966.67%)
Habitat LabA modular high-level library to train embodied AI agents across a variety of tasks, environments, and simulators.
Stars: ✭ 587 (+1678.79%)
Watermark RemoverRemove watermark automatically(Just can use for fixed position watermark till now). 自动水印消除算法的实现(目前只支持固定水印位置)。
Stars: ✭ 236 (+615.15%)
SRLFSimple Reinforcement Learning Framework
Stars: ✭ 24 (-27.27%)
Dist-A3CDistributed A3C
Stars: ✭ 37 (+12.12%)
DeepBeerInventory-RLThe code for the SRDQN algorithm to train an agent for the beer game problem
Stars: ✭ 27 (-18.18%)
Mario AiPlaying Mario with Deep Reinforcement Learning
Stars: ✭ 579 (+1654.55%)
DRL in CVA course on Deep Reinforcement Learning in Computer Vision. Visit Website:
Stars: ✭ 59 (+78.79%)
pytorch-gymImplementation of the Deep Deterministic Policy Gradient(DDPG) in bullet Gym using pytorch
Stars: ✭ 39 (+18.18%)
jax-rlJAX implementations of core Deep RL algorithms
Stars: ✭ 61 (+84.85%)