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Deep Reinforcement Learning Notebooks ⭐ 13

This Repository contains a series of google colab notebooks which I created to help people dive into deep reinforcement learning.This notebooks contain both theory and implementation of different algorithms.

Series of deep reinforcement learning algorithms 🤖

Autonomous Vehicles Adaptive Cruise Control ⭐ 13

An implementation of an Autonomous Vehicle Agent in CARLA simulator, using TF-Agents

A clean framework and implementations for reinforcement learning algorithms.

Openai Gym Projects ⭐ 12

OpenAI Gym environment solutions using Deep Reinforcement Learning.

Dqn4wirelesscontrol ⭐ 12

Python Q learning implementations and application examples in wireless networks

Deep Q-Networks in tensorflow

Deep Rl Dqn Tensorflow ⭐ 10

TensorFlow implementation of Deep RL (Reinforcement Learning) papers based on deep Q-learning (DQN)

Marl Dpp ⭐ 10

Multi Agent Reinforcement Learning for Dense Path Planning

Dqn Flappy Bird ⭐ 10

🕹️ Flappy Bird hack using Deep Reinforcement Learning with Double Q-learning

Xy_universe ⭐ 10

A 2D Particle Survival Environment for Deep Reinforcement Learning

Serpinco_ ⭐ 10

A Deep Q Network A.I agent that plays the old classic Nokia Snakes Game!

Multi_agent_systems ⭐ 10

Multi-Agent Systems Course 2017 - MSc Artificial Intelligence @ UvA

Active Perception ⭐ 10

Deep Reinforcement Learning for Robotic Pushing and Picking in Cluttered Environment

Rlin200lines ⭐ 9

PyTorch implementations of Reinforcement Learning algorithms in less than 200 lines

Reinforcement Learning ⭐ 9

In this all Projects dealing with reinforcement learning wil be uploaded

Munchausen Rl ⭐ 9

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

Spacefortress ⭐ 9

OpenAI Gym compatible reinforcement learning environment for Space Fortress https://arxiv.org/abs/1809.02206

Flappybird_dqn_with_target_network ⭐ 9

DQN with freezing target network in tensorflow on pygame FlappyBird

Interfacing RL agents with user-definable neural networks and OpenAI-gym environments.

Deeprl Navigation ⭐ 8

Deep Reinforcement Learning DQN on Unity ML Agent

You can see a reference for Books, Articles, Courses and Educational Materials in this field. Implementation of Reinforcement Learning Algorithms and Environments. Python, OpenAI Gym, Tensorflow.

Mountaincar V0_deeprl ⭐ 8

OpenAI MountainCar-v0 DeepRL-based solutions (DQN, DuelingDQN, D3QN)

RLbox: Solving OpenAI Gym with TensorFlow

Version 3.0.0 Pytorch implementations of DQN, DDQN, DDPG, SAC, Discrete SAC. With more features :)

Deep Q Network Ataribreakoutgame ⭐ 7

Playing Atari Breakout Game with Reinforcement Learning (DQN , Deep Q Learning)

Ddqn.pytorch ⭐ 7

DDQN inplementation on PLE FlappyBird environment in PyTorch.

Reinforcement_learning_algorithms ⭐ 7

Reinforcement Learning Algorithms

Car_racer_gym ⭐ 6

Apply major Reinforcement Learning algorithms (DQN,PPO,A2C) to CarRacing-v0 from GymAI environment.

Lunarlander V2_deeprl ⭐ 6

OpenAI LunarLander-v2 DeepRL-based solutions (DQN, DuelingDQN, D3QN)

Deep_reinforcement_learning ⭐ 6

Train agents to walk, drive by themself using Unity ML Agent, OpenAI Gym and PyTorch

This repository contains a python implementation of a Deep Q-Network (DQN) for Atari gameplay using tensorflow.

Cartpole V0_deeprl ⭐ 5

OpenAI CartPole-v0 DeepRL-based solutions (DQN, DuelingDQN, D3QN)

Reinforcement Learning ⭐ 5

Implementation and Notes of different Reinforcement Learning Algorithms

Dqn_flappy_bird ⭐ 5

Using deep Q-networks to train an agent to play flappy bird.

Deeprl Ai ⭐ 5

Deep Reinforcement Learning and Artificial Intelligence in Robotics

Deep_reinforcement_learning ⭐ 5

Deep Reinforcement Learning Algorithms in PyTorch

Playing_atari_with_reinforcement_learning ⭐ 5

Implementation of multiple RL algorithms in pytorch (DQN, AC, ACER) and trained agents to play digital games

Rl Algorithms ⭐ 5

DQN, REINFORCE, actor-critic, Q-learning, SARSA, Monte Carlo prediction & control, policy & value iteration

Sagemaker Rl Energy Storage System ⭐ 5

Examples of RL for the energy arbitrage use case.

Deep Reinforcement Learning ⭐ 5

Various Deep Reinforcement Learning techniques applied to different environments. Will be updated with new algorithms and environments often!

Deep Q Network Using Tensorflow ⭐ 5

This repository contains Deep Q-Networks and Double DQN implementation in tensorflow for Open AI Gym environments.

Ddqn_deep Double_q Learning For Solving Openai Gym Lunarlander V2 In Python ⭐ 5

reinforcement learning Double Deep Q Learning (DDQN) method to solve OpenAi Gym "LunarLander-v2" by usnig Double Deep NeuralNetworks

Reinforcement Learning ⭐ 5

Implementation of the DQN and DRQN algorithms in Keras and tensorflow

Wegs Drl Baselines ⭐ 5

Minimum viable reinforcement learning algorithms for your educational convenience.

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