Reinforcement LearningReinforcement learning material, code and exercises for Udacity Nanodegree programs.
Stars: ✭ 77 (-94.07%)
MarkovjsReinforcement Learning in JavaScript
Stars: ✭ 69 (-94.68%)
TictactoeTic Tac Toe Machine Learning
Stars: ✭ 56 (-95.69%)
Ai Reading MaterialsSome of the ML and DL related reading materials, research papers that I've read
Stars: ✭ 79 (-93.91%)
Drl papernotesNotes and comments about Deep Reinforcement Learning papers
Stars: ✭ 65 (-94.99%)
Nlg RlAccelerated Reinforcement Learning for Sentence Generation by Vocabulary Prediction
Stars: ✭ 59 (-95.45%)
ReinforcepyCollection of reinforcement learners implemented in python. Mainly including DQN and its variants
Stars: ✭ 54 (-95.84%)
Lf2gymAn OpenAI-gym-like environment for Little Fighter 2
Stars: ✭ 79 (-93.91%)
Personae📈 Personae is a repo of implements and environment of Deep Reinforcement Learning & Supervised Learning for Quantitative Trading.
Stars: ✭ 1,140 (-12.17%)
Rlenv.directoryExplore and find reinforcement learning environments in a list of 150+ open source environments.
Stars: ✭ 79 (-93.91%)
MaxCode for reproducing experiments in Model-Based Active Exploration, ICML 2019
Stars: ✭ 61 (-95.3%)
MagnetMAGNet: Multi-agents control using Graph Neural Networks
Stars: ✭ 88 (-93.22%)
Nlp overviewOverview of Modern Deep Learning Techniques Applied to Natural Language Processing
Stars: ✭ 1,104 (-14.95%)
Rl ardroneAutonomous Navigation of UAV using Reinforcement Learning algorithms.
Stars: ✭ 76 (-94.14%)
Learning2runOur NIPS 2017: Learning to Run source code
Stars: ✭ 57 (-95.61%)
Run Skeleton RunReason8.ai PyTorch solution for NIPS RL 2017 challenge
Stars: ✭ 83 (-93.61%)
Reinforcement LearningImplementation of Reinforcement Learning algorithms in Python, based on Sutton's & Barto's Book (Ed. 2)
Stars: ✭ 55 (-95.76%)
Trading GymA Trading environment base on Gym
Stars: ✭ 71 (-94.53%)
DqnImplementation of q-learning using TensorFlow
Stars: ✭ 53 (-95.92%)
SnakeArtificial intelligence for the Snake game.
Stars: ✭ 1,241 (-4.39%)
Torch AcRecurrent and multi-process PyTorch implementation of deep reinforcement Actor-Critic algorithms A2C and PPO
Stars: ✭ 70 (-94.61%)
SimulatorA ROS/ROS2 Multi-robot Simulator for Autonomous Vehicles
Stars: ✭ 1,260 (-2.93%)
PypownetA power network simulator with a Reinforcement Learning-focused usage.
Stars: ✭ 69 (-94.68%)
VirtualhomeAPI to run VirtualHome, a Multi-Agent Household Simulator
Stars: ✭ 80 (-93.84%)
Hand dapgRepository to accompany RSS 2018 paper on dexterous hand manipulation
Stars: ✭ 88 (-93.22%)
Mabalgs👤 Multi-Armed Bandit Algorithms Library (MAB) 👮
Stars: ✭ 67 (-94.84%)
MathyTools for using computer algebra systems to solve math problems step-by-step with reinforcement learning
Stars: ✭ 79 (-93.91%)
MazeMaze Applied Reinforcement Learning Framework
Stars: ✭ 85 (-93.45%)
Drivebottensorflow deep RL for driving a rover around
Stars: ✭ 62 (-95.22%)
Galvanise zeroLearning from zero (mostly based off of AlphaZero) in General Game Playing.
Stars: ✭ 60 (-95.38%)
TorchrlPytorch Implementation of Reinforcement Learning Algorithms ( Soft Actor Critic(SAC)/ DDPG / TD3 /DQN / A2C/ PPO / TRPO)
Stars: ✭ 90 (-93.07%)
CausalworldCausalWorld: A Robotic Manipulation Benchmark for Causal Structure and Transfer Learning
Stars: ✭ 76 (-94.14%)
PgdrivePGDrive: an open-ended driving simulator with infinite scenes from procedural generation
Stars: ✭ 60 (-95.38%)
Sc2aibotImplementing reinforcement-learning algorithms for pysc2 -environment
Stars: ✭ 83 (-93.61%)
MalibA Multi-agent Learning Framework
Stars: ✭ 58 (-95.53%)
Dmc2gymOpenAI Gym wrapper for the DeepMind Control Suite
Stars: ✭ 75 (-94.22%)
TaxorlCode for paper "End-to-End Reinforcement Learning for Automatic Taxonomy Induction", ACL 2018
Stars: ✭ 57 (-95.61%)
Stable Baselines3PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
Stars: ✭ 1,263 (-2.7%)
Ml Surveys📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.
Stars: ✭ 1,063 (-18.1%)
DemosSome JavaScript works published as demos, mostly ML or DS
Stars: ✭ 55 (-95.76%)
Rl WorkshopReinforcement Learning Workshop for Data Science BKK
Stars: ✭ 73 (-94.38%)
Categorical DqnA working implementation of the Categorical DQN (Distributional RL).
Stars: ✭ 90 (-93.07%)
MapleaiAI各领域学习资料整理。(A collection of all skills and knowledges should be got command of to obtain an AI relevant job offer. There are online blogs, my personal blogs, electronic books copy.)
Stars: ✭ 89 (-93.14%)
KgpolicyReinforced Negative Sampling over Knowledge Graph for Recommendation, WWW2020
Stars: ✭ 83 (-93.61%)
VizdoomDoom-based AI Research Platform for Reinforcement Learning from Raw Visual Information.
Stars: ✭ 1,178 (-9.24%)