reinforcement-agents

There are 1 repository under reinforcement-agents topic.

MishaLaskin / curl
CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning
deep-learning contrastive-loss contrastive-learning contrastive-predictive-coding deep-reinforcement-learning deep-rl reinforcement-learning reinforcement-learning-algorithms curl sac gpu off-policy model-free-rl deep-neural-networks deeplearning deep-q-network deep-q-learning deep-learning-algorithms deeplearning-ai reinforcement-agents
Language:Python 555
Nasdin / 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
a3c a3c-lstm pytorch openai-gym reinforcement-learning universe lstm adam rmsprop reinforcement-learning-algorithms reinforcement-agents python deep-reinforcement-learning actor-critic asynchronous-advantage-actor-critic
Language:Jupyter Notebook 166
alokwhitewolf / Reinforcement-Learning
Implementation of various Reinforcement Learning Algorithms
reinforcement-learning sutton explaination python machine-learning machine-learning-algorithms reinforcement-learning-algorithms reinforcement-agents reinforcement-learning-excercises theory
Language:Jupyter Notebook 27
entrpn / fingym
A tool for developing reinforcement learning algorithms focused in stock prediction
stock-market stock-price-prediction python reinforcement-learning-environments reinforcement-learning reinforcement-learning-playground reinforcement-agents artificial-intelligence artificial-intelligence-algorithms q-learning evolutionary-algorithms evolution-strategies evolutionary-strategy
Language:Python 20
florist-notes / CS234_RL
🐲 Stanford CS234 : Reinforcement Learning
cs234 deep-reinforcement-learning mote-carlo-tree-search openai reinforcement-agents reinforcement-learning rl stanford-university
Language:TeX 19
masus04 / Deep-Reinforcement-Learning-for-Boardgames
Master Thesis project that provides a training framework for two player games. TicTacToe and Othello have already been implemented.
reinforcement-learning deeplearning othello connect4 tictactoe pytorch reinforcement-agents reinforcement-learning-playground
Language:Python 18
wikke / Reinforcement_Learning
Series of Reinforcement Learning: Q-Learning, Sarsa, SarsaLambda, Deep Q Learning(DQN)；一些列强化学习算法，玩OpenAI-gym游戏
dqn deep-q-learning deep-q-network reinforcement-learning reinforcement-agents openai-gym frozenlake frozenlake-v0 q-learning sarsa sarsa-lambda
Language:Python 8
sintefneodroid / AAV
Autonomous Aerial Vehicle
aav agent drone machine-learning machine-learning-algorithms ml planning quadcopter reinforcement reinforcement-agents reinforcement-learning reinforcement-learning-agent reinforcement-learning-algorithms reinforcement-learning-playground rl
Language:C# 5
codeAC29 / GameDataGen
Game stat acquisition using neural networks
machine-learning reinforcement-learning reinforcement-agents
Language:Python 2
dtiarks / pg_agents
Collection of policy gradient based RL agents
machine-learning reinforcement-agents reinforcement-learning reinforcement-learning-algorithms tensorflow tensorflow-examples
Language:Python 2
jedrazb / rl-grid-world
Reinforcement learning agent which finds a path to the goal in a grid world. This exercise was done as a coursework for course C424 at Imperial College London.
reinforcement-learning reinforcement-learning-agent reinforcement-agents grid-world deep-q-learning deep-q-network
Language:Python 2
ummavi / rlforge
RLForge: Modular, reusable implementations of Deep-RL algorithms
reinforcement-learning reinforcement-learning-algorithms reinforcement-agents deep-reinforcement-learning
Language:Python 1
HegdeChaitra / Atari_RL_agent
Implementation of DQN and DDQN algorithms in Pytorch to play Atari game
reinforcement-learning atari atari-games reinforcement-learning-agent reinforcement-agents pytorch pytorch-implementation ddqn dqn-pytorch
Language:Jupyter Notebook 0
terran6 / ddpg-continuous-control
🦾 Utilizing a Deep Deterministic Policy Gradient algorithm to train robotic simulations in continuous action space
ddpg deep-learning deep-reinforcement-learning pytorch actor-critic deep-deterministic-policy-gradient artificial-intelligence reinforcement-agents multi-agent-reinforcement-learning actor-critic-with-experience-replay
Language:Python 0
zmiecer / zmiecer_agent
My pysc2 rl agent
pysc2 pysc2-agent reinforcement-agents reinforcement-learning genetic-algorithms
Language:Python 0
ondrejbiza / drl_gym
Deep Reinforcement Learning gym.
deep-reinforcement-learning reinforcement-learning reinforcement-agents deep-neural-networks tensorflow tensorflow-experiments openai-gym
Language:Python
surfertas / reinforcement_learning
reinforcement-learning reinforcement-agents
Language:Jupyter Notebook