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deep-q-learning

Here are 223 public repositories matching this topic...

simoninithomas / Deep_reinforcement_learning_Course

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Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch

qlearning deep-learning unity tensorflow deep-reinforcement-learning pytorch tensorflow-tutorials deep-q-network actor-critic deep-q-learning ppo a2c

Updated Oct 20, 2020
Jupyter Notebook

cpnota / autonomous-learning-library

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A PyTorch library for building deep reinforcement learning agents.

reinforcement-learning deep-reinforcement-learning dqn reinforcement-learning-algorithms ddpg sac deep-q-learning deep-deterministic-policy-gradient proximal-policy-optimization ppo advantage-actor-critic a2c soft-actor-critic dqn-pytorch

Updated Aug 14, 2021
Python

uvipen / Flappy-bird-deep-Q-learning-pytorch

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Deep Q-learning for playing flappy bird game

reinforcement-learning pygame pytorch deep-q-network deep-q-learning

Updated Apr 11, 2021
Python

awesome-monte-carlo-tree-search-papers

benedekrozemberczki / awesome-monte-carlo-tree-search-papers

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A curated list of Monte Carlo tree search papers with implementations.

learning machine-learning reinforcement-learning deep-learning monte-carlo machine-learning-algorithms q-learning policy-gradient reinforcement-learning-algorithms rl tree-search atari policy-evaluation monte-carlo-tree-search deep-q-learning reinforcement-learning-agent

Updated Jul 25, 2021
Python

MishaLaskin / curl

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CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning

deep-neural-networks reinforcement-learning deep-learning curl gpu deep-reinforcement-learning deep-learning-algorithms reinforcement-learning-algorithms deeplearning deep-q-network sac deep-q-learning reinforcement-agents deep-rl deeplearning-ai contrastive-loss off-policy contrastive-predictive-coding model-free-rl contrastive-learning

Updated Oct 28, 2020
Python

pskrunner14 / trading-bot

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Stock Trading Bot using Deep Q-Learning

reinforcement-learning trading-bot q-learning stock-price-prediction trading-algorithms deep-q-learning ai-agents stock-trading stock-trading-bot

Updated Mar 2, 2020
Jupyter Notebook

uvipen / Tetris-deep-Q-learning-pytorch

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Deep Q-learning for playing tetris game

reinforcement-learning pytorch deep-q-network cv2 deep-q-learning

Updated Mar 30, 2020
Python

rad

MishaLaskin / rad

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RAD: Reinforcement Learning with Augmented Data

deep-neural-networks reinforcement-learning deep-learning deep-reinforcement-learning rad deep-learning-algorithms rl codebase deep-q-network sac deep-q-learning ppo deeplearning-ai model-free off-policy dm-control data- soft-actor-critic data-augmentations mujoc

Updated Mar 29, 2021
Jupyter Notebook

navjindervirdee / 2048-deep-reinforcement-learning

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Trained A Convolutional Neural Network To Play 2048 using Deep-Reinforcement Learning

reinforcement-learning neural-network deep-reinforcement-learning q-learning convolutional-neural-networks deep-q-network deep-q-learning 2048-game

Updated Sep 19, 2018
Jupyter Notebook

songyanho / Reinforcement-Learning-for-Self-Driving-Cars

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Project on design and implement neural network that maximises driving speed of self-driving car through reinforcement learning.

python reinforcement-learning tensorflow self-driving-car convolutional-neural-networks deep-q-learning

Updated Jul 16, 2020
Python

pokaxpoka / sunrise

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SUNRISE: A Simple Unified Framework for Ensemble Learning in Deep Reinforcement Learning

deep-neural-networks reinforcement-learning deep-learning deep-reinforcement-learning rainbow rl codebase deep-q-network sac deep-q-learning mujoco model-free off-policy dm-control soft-actor-critic

Updated Mar 21, 2021
Python

boubnanm / Deep-Reinforcement-Learning-applied-to-DOOM

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DQN, DDDQN, A3C, PPO, Curiosity applied to the game DOOM

tensorflow deep-reinforcement-learning pytorch a3c vizdoom curiosity actor-critic deep-q-learning dueling-dqn ppo curiosity-driven

Updated Feb 8, 2021
Python

alok / rl_implementations

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machine-learning reinforcement-learning deep-learning deep-reinforcement-learning lstm dqn policy-gradient deep-q-network ddpg hierarchical-reinforcement-learning actor-critic reptile deep-q-learning meta-learning a2c

Updated Jun 8, 2019
Jupyter Notebook

erfanMhi / Deep-Reinforcement-Learning-CS285-Pytorch

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Solutions of assignments of Deep Reinforcement Learning course presented by the University of California, Berkeley (CS285) in Pytorch framework

python reinforcement-learning deep-learning berkeley deep-reinforcement-learning openai-gym pytorch neural-networks policy-gradient deep-q-learning mujoco model-based-rl actor-critic-algorithm model-free-rl

Updated May 21, 2021
Python

mmcenta / left-shift

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Using deep reinforcement learning to tackle the game 2048.

reinforcement-learning deep-reinforcement-learning 2048 deep-q-learning 2048-game 2048-ai

Updated Jun 25, 2021
Python

LovelyBuggies / Python_MADDPG_SC2LE

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My internship project in 𝖢𝖠𝖲𝖨𝖠. 🤗

deep-neural-networks reinforcement-learning starcraft-ii game-ai casia deep-q-learning sc2le maddpg

Updated Feb 7, 2019
Python

BY571 / Munchausen-RL

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PyTorch implementation of the Munchausen Reinforcement Learning Algorithms M-DQN and M-IQN

reinforcement-learning deep-reinforcement-learning reinforcement-learning-algorithms maximum-entropy deep-q-learning temporal-differencing-learning munchausen-reinforcement-learning

Updated Oct 4, 2020
Jupyter Notebook

vivek3141 / super-mario-rl

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Deep Reinforcement learning and Python learn how to play the original Super Mario Bros

mario machine-learning reinforcement-learning deep-q-learning

Updated Sep 2, 2018
Python

vivek3141 / pacman-ai

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A.I. plays the original 1980 Pacman using Neuroevolution of Augmenting Topologies and Deep Q Learning

python reinforcement-learning neural-network tensorflow neat q-learning neuroevolution artificial-intelligence pacman dqn deep-q-learning neat-python dopamine tensorflow-rl

Updated Apr 1, 2019
Python

artem-oppermann / Deep-Reinforcement-Learning

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A collection of several Deep Reinforcement Learning techniques (Deep Q Learning, Policy Gradients, ...), gets updated over time.

deep-reinforcement-learning q-learning deep-q-learning ai-agents policy-gradients open-ai-gym

Updated Jan 14, 2020
Python

NariddhKhean / Grasshopper_DQN

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Repository for CAADRIA19 Workshop: "WS.4 Deep Reinforcement Learning in Grasshopper".

machine-learning reinforcement-learning grasshopper deep-q-network deep-q-learning

Updated May 11, 2019
Python

doctorcorral / gyx

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Open

Implement `contains/2` callback on `Gyx.Core.Spaces` protocol

doctorcorral commented Mar 27, 2019

This function is important to check if a proposed action can be performed in an environment.

Read more

enhancement help wanted good first issue

Open

Implement OTP `Agent` based Q table

andywu0913 / OpenAI-GYM-CarRacing-DQN

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Train a DQN Agent to play CarRacing 2d using TensorFlow and Keras.

machine-learning reinforcement-learning tensorflow keras openai-gym dqn deep-q-network deep-q-learning car-racing-game

Updated Nov 4, 2020
Python

RuochenLiu / StreetFighter2-DeepRL-Model-on-Bizhawk

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A method to train DRL model with Tensorflow and Bizhawk.

reinforcement-learning lua deep-learning tensorflow street-fighter bizhawk deep-q-learning

Updated Nov 12, 2019
Lua

Suman7495 / rl-botics

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Deep Reinforcement Learning Toolbox for Robotics using Keras and TensorFlow

machine-learning reinforcement-learning qlearning deep-learning robotics tensorflow machine-learning-algorithms keras deep-reinforcement-learning openai-gym robots openai policy-gradient reinforcement-learning-algorithms rl machinelearning ddpg deep-q-learning trpo ppo

Updated Aug 16, 2019
Python

DataSenseiAryan / T-RexDinoRunner-GAME-AI-BOT

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AI Bot for playing famous Google Chrome Offline Game T-Rex Dino -Runner. Developed on Pytorch using Deep Q Learning and Convolutional Neural Nets.

deep-reinforcement-learning game-bot deep-q-learning t-rex-runner selenium-python pytorch-implementation

Updated Nov 6, 2019
Python

kwea123 / hindsight_experience_replay

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A tensorflow implementation of hindsight experience replay

python reinforcement-learning tensorflow jupyter-notebook deep-q-learning hindsight-experience-replay

Updated Apr 19, 2018
Jupyter Notebook

Radu-Raicea / Self-Driving-Car-Simulation

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Simulation of a self-driving car game using a Deep Q Learning AI

python deep-neural-networks deep-learning pytorch deep-q-learning

Updated Oct 15, 2017
Python

abhi1345 / deep-q-rank

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A deep reinforcement learning approach to search engine ranking (PyTorch). Final Project for UC Berkeley's CS 285: Deep Reinforcement Learning, Decision Making, and Control

information-retrieval deep-reinforcement-learning learning-to-rank deep-q-network deep-q-learning

Updated Feb 14, 2020
TeX

chinancheng / DDQN.pytorch

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DDQN inplementation on PLE FlappyBird environment in PyTorch.

deep-reinforcement-learning pytorch ddqn deep-q-learning

Updated Apr 5, 2018
Python

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