AI4Finance-Foundation / FinRL Star 9.2k Code Issues Pull requests Discussions FinRL: Financial Reinforcement Learning. ?? finance deep-reinforcement-learning openai-gym fintech algorithmic-trading stock-trading multi-agent-learning stock-markets pythorch tensorflow2 drl-trading-agents drl-algorithms drl-framework trading-tasks Updated May 21, 2024 Jupyter Notebook
udacity / deep-reinforcement-learning Star 4.8k Code Issues Pull requests Repo for the Deep Reinforcement Learning Nanodegree program reinforcement-learning deep-reinforcement-learning openai-gym pytorch dqn neural-networks reinforcement-learning-algorithms dynamic-programming hill-climbing ddpg cross-entropy openai-gym-solutions pytorch-rl ppo ml-agents rl-algorithms Updated Nov 16, 2023 Jupyter Notebook
datamllab / rlcard Star 2.7k Code Issues Pull requests Reinforcement Learning / AI Bots in Card (Poker) Games - Blackjack, Leduc, Texas, DouDizhu, Mahjong, UNO. game mahjong reinforcement-learning ai poker card-games blackjack deep-reinforcement-learning openai-gym multi-agent card-game uno texas game-bot game-ai poker-game doudizhu gym-environment Updated Feb 10, 2024 Python
IntelLabs / coach Star 2.3k Code Issues Pull requests Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms reinforcement-learning deep-learning mxnet tensorflow openai-gym rl starcraft imitation-learning hierarchical-reinforcement-learning coach mujoco starcraft2 onnx roboschool carla starcraft2-ai distributed-reinforcement-learning Updated Dec 11, 2022 Python
AminHP / gym-anytrading Star 2k Code Issues Pull requests The most simple, flexible, and comprehensive OpenAI Gym trading environment (Approved by OpenAI Gym) reinforcement-learning trading openai-gym q-learning forex dqn trading-algorithms stocks gym-environments trading-environments Updated Mar 14, 2024 Python
AI4Finance-Foundation / FinRL-Trading Star 1.9k Code Issues Pull requests Discussions For trading. Please star. deep-reinforcement-learning openai-gym sharpe-ratio ddpg stock-trading ppo a2c-algorithm ensemble-strategy stock-trading-strategy automated-stock-trading Updated May 22, 2024 Jupyter Notebook
pathak22 / noreward-rl Star 1.4k Code Issues Pull requests [ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep Reinforcement Learning mario deep-neural-networks deep-learning tensorflow deep-reinforcement-learning openai-gym doom exploration rl curiosity self-supervised Updated Dec 7, 2022 Python
araffin / rl-baselines-zoo Star 1.1k Code Issues Pull requests A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included. reinforcement-learning optimization openai-gym hyperparameters openai gym hyperparameter-optimization rl zoo hyperparameter-tuning hyperparameter-search pybullet stable-baselines Updated Oct 17, 2022 Python
vmayoral / basic_reinforcement_learning Star 1.1k Code Issues Pull requests An introductory series to Reinforcement Learning (RL) with comprehensive step-by-step tutorials. tutorial reinforcement-learning ai deep-learning openai-gym q-learning artificial-intelligence neural-networks deeplearning Updated Jul 14, 2023 Jupyter Notebook
uvipen / Super-mario-bros-PPO-pytorch Star 1k Code Issues Pull requests Proximal Policy Optimization (PPO) algorithm for Super Mario Bros python mario reinforcement-learning ai deep-learning openai-gym python3 pytorch openai gym super-mario-bros proximal-policy-optimization ppo ppo2 Updated Jul 24, 2021 Python
Kismuz / btgym Star 980 Code Issues Pull requests Scalable, event-driven, deep-learning-friendly backtesting library reinforcement-learning time-series tensorflow deep-reinforcement-learning openai-gym unreal policy-gradient a3c hacktoberfest algorithmic-trading-library quantitive-finance backtesting-trading-strategies statistical-arbitrage gym-environment advantage-actor-critic backtrader policy-optimisation algoritmic-trading Updated Aug 28, 2021 Python
nicrusso7 / rex-gym Star 966 Code Issues Pull requests Discussions OpenAI Gym environments for an open-source quadruped robot (SpotMicro) machine-learning reinforcement-learning robot robotics tensorflow openai-gym python3 artificial-intelligence inverse-kinematics openai reinforcement-learning-algorithms legged-robots quadruped robotic-arm openai-gym-environments pybullet gym-environment quadruped-robot-gaits quadruped-robot spotmicro Updated Mar 24, 2023 Python
ZhiqingXiao / rl-book Star 841 Code Issues Pull requests Source codes for the book "Reinforcement Learning: Theory and Python Implementation" python reinforcement-learning tensorflow deep-reinforcement-learning openai-gym pytorch gym tensorflow2 Updated Mar 31, 2024 HTML
sudharsan13296 / Hands-On-Reinforcement-Learning-With-Python Star 823 Code Issues Pull requests Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow reinforcement-learning monte-carlo deep-reinforcement-learning openai-gym q-learning deep-learning-algorithms policy-gradient sarsa deep-q-network markov-decision-processes asynchronous-advantage-actor-critic double-dqn trpo dueling-dqn deep-deterministic-policy-gradient ppo deep-recurrent-q-network drqn hindsight-experience-replay policy-gradients Updated Oct 7, 2020 Jupyter Notebook
erlerobot / gym-gazebo Star 818 Code Issues Pull requests Refer to https://github.com/AcutronicRobotics/gym-gazebo2 for the new version reinforcement-learning robotics deep-reinforcement-learning openai-gym ros rl gazebo drl Updated Mar 16, 2019 Python
benelot / pybullet-gym Star 812 Code Issues Pull requests Open-source implementations of OpenAI Gym MuJoCo environments for use with the OpenAI Gym Reinforcement Learning Research Platform. python openai-gym pybullet Updated Oct 16, 2021 Python
OpenQuadruped / spot_mini_mini Star 783 Code Issues Pull requests Dynamics and Domain Randomized Gait Modulation with Bezier Curves for Sim-to-Real Legged Locomotion. open-source machine-learning environment control reinforcement-learning optimization terrain openai-gym ros locomotion spot walker quadruped gait openai-gym-environments pybullet gym-environment quadruped-robot-gaits quadruped-robots quadruped-robot Updated Oct 5, 2022 C++
MushroomRL / mushroom-rl Star 782 Code Issues Pull requests Python library for Reinforcement Learning. reinforcement-learning qlearning deep-learning deep-reinforcement-learning openai-gym pytorch dqn rl atari ddpg sac trpo mujoco pybullet Updated May 21, 2024 Python
mila-iqia / babyai Star 671 Code Issues Pull requests BabyAI platform. A testbed for training agents to understand and execute language commands. nlp openai-gym imitation-learning nlp-machine-learning reinforcement-learning-environments Updated Oct 1, 2023 Python
Kautenja / gym-super-mario-bros Star 663 Code Issues Pull requests An OpenAI Gym interface to Super Mario Bros. & Super Mario Bros. 2 (Lost Levels) on The NES openai-gym super-mario-bros super-mario-bros-2-lost-levels nes-py Updated Aug 1, 2023 Python