Topic: reinforcement-learning-algorithms Goto Github

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aditya1702 / machine-learning-and-data-science
reinforcement-learning-algorithms,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.
User: aditya1702
machine-learning deep-reinforcement-learning deep-learning data-science kaggle-competition machine-learning-book reinforcement-learning-algorithms

alison-carrera / onn
reinforcement-learning-algorithms,Online Deep Learning: Learning Deep Neural Networks on the Fly / Non-linear Contextual Bandit Algorithm (ONN_THS)
User: alison-carrera
neural-network neural-architecture-search pytorch-implementation machine-learning-library thompson-sampling thompson-algorithm mab multiarmed-bandits contextual-bandits reinforcement-learning-algorithms

aurimas13 / machine-learning-goodness
reinforcement-learning-algorithms,The Machine Learning project including ML/DL projects, notebooks, cheat codes of ML/DL, useful information on AI/AGI and codes or snippets/scripts/tasks with tips.
User: aurimas13
machine-learning machine-learning-algorithms artifcial-intelligence cheatsheets deep-neural-networks deep-reinforcement-learning python3 tips tips-and-tricks algorithms

benedekrozemberczki / awesome-monte-carlo-tree-search-papers
reinforcement-learning-algorithms,A curated list of Monte Carlo tree search papers with implementations.
User: benedekrozemberczki
tree-search learning machine-learning deep-learning monte-carlo monte-carlo-tree-search reinforcement-learning reinforcement-learning-agent atari rl

bentrevett / pytorch-rl
reinforcement-learning-algorithms,Tutorials for reinforcement learning in PyTorch and Gym by implementing a few of the popular algorithms. [IN PROGRESS]
User: bentrevett
pytorch pytorch-tutorial pytorch-implmention pytorch-implementation reinforcement-learning reinforcement-learning-algorithms rl pytorch-tutorials pytorch-rl policy-gradient

by571 / soft-actor-critic-and-extensions
reinforcement-learning-algorithms,PyTorch implementation of Soft-Actor-Critic and Prioritized Experience Replay (PER) + Emphasizing Recent Experience (ERE) + Munchausen RL + D2RL and parallel Environments.
User: by571
reinforcement-learning reinforcement-learning-algorithms soft-actor-critic prioritized-experience-replay emphasizing-recent-experience sac pytorch continuous actor-critic-algorithm munchausen-reinforcement-learning

cbfinn / gps
reinforcement-learning-algorithms,Guided Policy Search
User: cbfinn
Home Page: http://rll.berkeley.edu/gps/
robotics reinforcement-learning reinforcement-learning-algorithms deep-learning deep-reinforcement-learning

chanchalkumarmaji / reinforcement-learning-specialization
reinforcement-learning-algorithms,[Coursera] Reinforcement Learning Specialization by "University of Alberta" & "Alberta Machine Intelligence Institute"
User: chanchalkumarmaji
reinforcement-learning coursera reinforcement-learning-algorithms reinforcement-learning-agent reinforcement-learning-tutorials university-of-alberta coursera-reinforcement-learning

coax-dev / coax
reinforcement-learning-algorithms,Modular framework for Reinforcement Learning in python
Organization: coax-dev
Home Page: https://coax.readthedocs.io
reinforcement-learning reinforcement-learning-algorithms reinforcement-learning-agent

cpnota / autonomous-learning-library
reinforcement-learning-algorithms,A PyTorch library for building deep reinforcement learning agents.
User: cpnota
reinforcement-learning reinforcement-learning-algorithms deep-reinforcement-learning soft-actor-critic proximal-policy-optimization deep-q-learning advantage-actor-critic deep-deterministic-policy-gradient sac a2c

david-abel / simple_rl
reinforcement-learning-algorithms,A simple framework for experimenting with Reinforcement Learning in Python.
User: david-abel
reinforcement-learning planning-algorithms mdp agent reinforcement-learning-algorithms python

dlr-rm / stable-baselines3
reinforcement-learning-algorithms,PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
Organization: dlr-rm
Home Page: https://stable-baselines3.readthedocs.io
reinforcement-learning reinforcement-learning-algorithms machine-learning gym openai baselines toolbox stable-baselines python pytorch

ericsteinberger / deep-cfr
reinforcement-learning-algorithms,Scalable Implementation of Deep CFR and Single Deep CFR
User: ericsteinberger
deep-learning reinforcement-learning reinforcement-learning-algorithms neural-networks poker imperfect-information-games research cfr counterfactual-regret-minimization

ericsteinberger / pokerrl
reinforcement-learning-algorithms,Framework for Multi-Agent Deep Reinforcement Learning in Poker
User: ericsteinberger
deep-learning gym-environment poker reinforcement-learning reinforcement-learning-algorithms framework ray research

ericyangyu / ppo-for-beginners
reinforcement-learning-algorithms,A simple and well styled PPO implementation. Based on my Medium series: https://medium.com/@eyyu/coding-ppo-from-scratch-with-pytorch-part-1-4-613dfc1b14c8.
User: ericyangyu
ppo reinforcement-learning reinforcement-learning-algorithms machine-learning pytorch

fangvv / uav-ddpg
reinforcement-learning-algorithms,Code for paper "Computation Offloading Optimization for UAV-assisted Mobile Edge Computing: A Deep Deterministic Policy Gradient Approach"
User: fangvv
ddpg reinforcement-learning-algorithms tensorflow unmanned-aerial-vehicle deep-deterministic-policy-gradient reinforcement-learning dqn actor-critic-algorithm uav computation-offloading

fortsandmills / rl-theory-book
reinforcement-learning-algorithms,Reinforcement learning theory book about foundations of deep RL algorithms with proofs.
User: fortsandmills
reinforcement-learning deep-reinforcement-learning rl reinforcement-learning-algorithms theory book

gordicaleksa / pytorch-learn-reinforcement-learning
reinforcement-learning-algorithms,A collection of various RL algorithms like policy gradients, DQN and PPO. The goal of this repo will be to make it a go-to resource for learning about RL. How to visualize, debug and solve RL problems. I've additionally included playground.py for learning more about OpenAI gym, etc.
User: gordicaleksa
Home Page: https://youtube.com/c/TheAIEpiphany
python deep-learning jupyter pytorch rl reinforcement-learning reinforcement-learning-algorithms ppo policy-gradient dqn

huawei-noah / xingtian
reinforcement-learning-algorithms,xingtian is a componentized library for the development and verification of reinforcement learning algorithms
Organization: huawei-noah
impala dqn ppo muzero qmix reinforcement-learning-algorithms

imagry / aleph_star
reinforcement-learning-algorithms,Reinforcement learning with A* and a deep heuristic
Organization: imagry
reinforcement-learning reinforcement-learning-algorithms dqn machine-learning-algorithms control-systems optimization-algorithms shortest-path

juliapomdp / pomdps.jl
reinforcement-learning-algorithms,MDPs and POMDPs in Julia - An interface for defining, solving, and simulating fully and partially observable Markov decision processes on discrete and continuous spaces.
Organization: juliapomdp
Home Page: http://juliapomdp.github.io/POMDPs.jl/latest/
pomdps markov-decision-processes julia artificial-intelligence control-systems reinforcement-learning reinforcement-learning-algorithms mdps python

jxareas / machine-learning-notebooks
reinforcement-learning-algorithms,The full collection of Jupyter Notebook labs from Andrew Ng's new Machine Learning Specialization.
User: jxareas
learn clustering jupyter-notebook machine-learning machine-learning-algorithms neural-network numpy python regression reinforcement-learning

kkuette / tradzqai
reinforcement-learning-algorithms,Trading environnement for RL agents, backtesting and training.
User: kkuette
trading backtesting reinforcement-learning-agent reinforcement-learning reinforcement-learning-algorithms algorithm trading-env bitcoin bitcoin-bot trading-bot

luchris429 / purejaxrl
reinforcement-learning-algorithms,Really Fast End-to-End Jax RL Implementations
User: luchris429
deep-reinforcement-learning jax reinforcement-learning reinforcement-learning-algorithms ppo

madhu009 / deep-math-machine-learning.ai
reinforcement-learning-algorithms,A blog which talks about machine learning, deep learning algorithms and the Math. and Machine learning algorithms written from scratch.
User: madhu009
Home Page: https://medium.com/deep-math-machine-learning-ai
machine-learning linear-regression tensorflow gradient-descent-algorithm logistic-regression support-vector-machines deep-neural-networks word2vec natural-language-processing reinforcement-learning-algorithms

mishalaskin / curl
reinforcement-learning-algorithms,CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning
User: mishalaskin
deep-learning contrastive-loss contrastive-learning contrastive-predictive-coding deep-reinforcement-learning deep-rl reinforcement-learning reinforcement-learning-algorithms curl sac

mohamedameen93 / cs-7641-machine-learning-notes
reinforcement-learning-algorithms,In this repository, I will publish my notes for GaTech's Machine Learning course CS7641.
User: mohamedameen93
machine-learning machine-learning-algorithms reinforcement-learning reinforcement-learning-algorithms computer-science georgia-tech omscs

nasdin / reinforcementlearning-atarigame
reinforcement-learning-algorithms,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
User: nasdin
a3c a3c-lstm pytorch openai-gym reinforcement-learning universe lstm adam rmsprop reinforcement-learning-algorithms

neuromatchacademy / course-content-dl
reinforcement-learning-algorithms,NMA deep learning course
Organization: neuromatchacademy
Home Page: https://deeplearning.neuromatch.io/
deep-learning reinforcement-learning-algorithms continual-learning convolutional-neural-networks recurrent-neural-networks transformers

nicrusso7 / rex-gym
reinforcement-learning-algorithms,OpenAI Gym environments for an open-source quadruped robot (SpotMicro)
User: nicrusso7
openai-gym openai-gym-environments robotics tensorflow python3 pybullet reinforcement-learning reinforcement-learning-algorithms artificial-intelligence gym-environment

nikhilbarhate99 / hierarchical-actor-critic-hac-pytorch
reinforcement-learning-algorithms,PyTorch implementation of Hierarchical Actor Critic (HAC) for OpenAI gym environments
User: nikhilbarhate99
pytorch reinforcement-learning reinforcement-learning-algorithms gym-environment hierarchical-reinforcement-learning actor-critic gym-environments openai-gym pytorch-implementation pytorch-rl

nikhilbarhate99 / ppo-pytorch
reinforcement-learning-algorithms,Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch
User: nikhilbarhate99
pytorch-implmention pytorch pytorch-tutorial proximal-policy-optimization reinforcement-learning-algorithms deep-reinforcement-learning ppo policy-gradient ppo-pytorch deep-learning

novemberchopin / rl_tutorial
reinforcement-learning-algorithms,Tutorial for Reinforcement Learning
User: novemberchopin
tensorflow reinforcement-learning-algorithms

omegastick / pytorch-cpp-rl
reinforcement-learning-algorithms,PyTorch C++ Reinforcement Learning
User: omegastick
pytorch cpp cplusplus reinforcement-learning reinforcement-learning-algorithms a2c ppo pytorch-rl pytorch-cpp-frontend libtorch

opendilab / awesome-decision-transformer
reinforcement-learning-algorithms,A curated list of Decision Transformer resources (continually updated)
Organization: opendilab
awesome awesome-list decision-transformers imitation-learning reinforcement-learning reinforcement-learning-algorithms

opendilab / awesome-exploration-rl
reinforcement-learning-algorithms,A curated list of awesome exploration RL resources (continually updated)
Organization: opendilab
exploration-exploitation reinforcement-learning awesome-list hard-exploration awesome delayed-rewards exploration exploratory reinforcement-learning-algorithms sparse-reward-algorithms

opendilab / awesome-model-based-rl
reinforcement-learning-algorithms,A curated list of awesome model based RL resources (continually updated)
Organization: opendilab
reinforcement-learning reinforcement-learning-algorithms model-based-reinforcement-learning model-based-rl awesome awesome-list

opendilab / di-engine
reinforcement-learning-algorithms,OpenDILab Decision AI Engine
Organization: opendilab
Home Page: https://di-engine-docs.readthedocs.io
reinforcement-learning multiagent-reinforcement-learning self-play imitation-learning inverse-reinforcement-learning exploration-exploitation distributed-system python impala smac

opendilab / di-engine-docs
reinforcement-learning-algorithms,DI-engine docs (Chinese and English)
Organization: opendilab
Home Page: https://di-engine-docs.readthedocs.io
reinforcement-learning reinforcement-learning-algorithms imitation-learning inverse-reinforcement-learning multi-agent-reinforcement-learning offline-rl model-based-reinforcement-learning deep-learning pytorch-rl

pku-alignment / safe-policy-optimization
reinforcement-learning-algorithms,NeurIPS 2023: Safe Policy Optimization: A benchmark repository for safe reinforcement learning algorithms
Organization: pku-alignment
Home Page: https://safe-policy-optimization.readthedocs.io/en/latest/index.html
safe benchmarks constrained-reinforcement-learning reinforcement-learning-algorithms safe-reinforcement-learning

qiwihui / reinforcement-learning-an-introduction-chinese
reinforcement-learning-algorithms,《Reinforcement Learning: An Introduction》（第二版）中文翻译
User: qiwihui
Home Page: https://rl.qiwihui.com
reinforcement-learning reinforcement-learning-algorithms sphinx-doc

ritchiehuang / deeprl_algorithms
reinforcement-learning-algorithms,DeepRL algorithms implementation easy for understanding and reading with Pytorch and Tensorflow 2(DQN, REINFORCE, VPG, A2C, TRPO, PPO, DDPG, TD3, SAC)
User: ritchiehuang
reinforcement reinforcement-learning-algorithms pytorch-implementation deep-reinforcement-learning dqn policygradient ppo trpo mujoco policy-gradient tensorflow2 td3 pytorch-rl soft-actor-critic

rlberry-py / rlberry
reinforcement-learning-algorithms,An easy-to-use reinforcement learning library for research and education.
Organization: rlberry-py
Home Page: https://rlberry-py.github.io/rlberry
reinforcement-learning reinforcement-learning-algorithms reinforcement-learning-environments multi-armed-bandits

sforaidl / genrl
reinforcement-learning-algorithms,A PyTorch reinforcement learning library for generalizable and reproducible algorithm implementations with an aim to improve accessibility in RL
Organization: sforaidl
Home Page: https://genrl.readthedocs.io
algorithm-implementations benchmarking data-science deep-learning gym hacktoberfest machine-learning neural-network openai python pytorch reinforcement-learning reinforcement-learning-algorithms

sichkar-valentyn / reinforcement_learning_in_python
reinforcement-learning-algorithms,Implementing Reinforcement Learning, namely Q-learning and Sarsa algorithms, for global path planning of mobile robot in unknown environment with obstacles. Comparison analysis of Q-learning and Sarsa
User: sichkar-valentyn
Home Page: https://sichkar-valentyn.github.io/Reinforcement_Learning_in_Python
reinforcement-learning q-learning path-planning rl-qlearning reinforcement-learning-algorithms maze-algorithms sarsa-learning rl-algorithms sarsa sarsa-search

skylark0924 / rofunc
reinforcement-learning-algorithms,🤖 The Full Process Python Package for Robot Learning from Demonstration and Robot Manipulation
User: skylark0924
Home Page: https://rofunc.readthedocs.io
optitrack robotics xsens planning-algorithms imitation-learning learning-from-demonstration robot isaac-gym humanoid-robots emg

stable-baselines-team / stable-baselines3-contrib
reinforcement-learning-algorithms,Contrib package for Stable-Baselines3 - Experimental reinforcement learning (RL) code
Organization: stable-baselines-team
Home Page: https://sb3-contrib.readthedocs.io
reinforcement-learning stable-baselines pytorch rl gym research experimental robotics openai machine-learning

udacity / deep-reinforcement-learning
reinforcement-learning-algorithms,Repo for the Deep Reinforcement Learning Nanodegree program
Organization: udacity
Home Page: https://www.udacity.com/course/deep-reinforcement-learning-nanodegree--nd893
deep-reinforcement-learning reinforcement-learning reinforcement-learning-algorithms neural-networks pytorch pytorch-rl ddpg dqn ppo dynamic-programming

wwxfromtju / awesome-reinforcement-learning-lib
reinforcement-learning-algorithms,GitHub's code repository is all you need
User: wwxfromtju
reinforcement-learning reinforcement-learning-algorithms reinforcementlearning

zyunfeii / uav_obstacle_avoiding_drl
reinforcement-learning-algorithms,This is a project about deep reinforcement learning autonomous obstacle avoidance algorithm for UAV.
User: zyunfeii
reinforcement-learning reinforcement-learning-algorithms uav