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Deeprl ⭐ 2,834

Modularized Implementation of Deep RL Algorithms in PyTorch

Deeprl Tutorials ⭐ 726

Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch

Hands On Reinforcement Learning With Python ⭐ 596

Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow

Repository for codes of 'Deep Reinforcement Learning'

Deeprl Tensorflow2 ⭐ 139

🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2

Deep Reinforcement Learning With Python ⭐ 94

Master classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math

Playing Mario With Deep Reinforcement Learning ⭐ 51

An implementation of (Double/Dueling) Deep-Q Learning to play Super Mario Bros.

Connect4 ⭐ 29

Solving board games like Connect4 using Deep Reinforcement Learning

Deep Q Network Breakout ⭐ 14

This is an implementation of Deep Q Learning (DQN) playing Breakout from OpenAI's gym with Keras.

Deep Rl Dqn Tensorflow ⭐ 10

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

Reinforceflow ⭐ 9

Deep Reinforcement Learning framework based on TensorFlow and OpenAI Gym

Deep Reinforcement Learning With Pytorch ⭐ 8

Basic reinforcement learning algorithms. Including:DQN,Double DQN, Dueling DQN, SARSA, REINFORCE, baseline-REINFORCE, Actor-Critic,DDPG,DDPG for discrete action space, A2C, A3C, TD3, SAC, TRPO

Lunar Lander Double Deep Q Networks ⭐ 6

An AI agent that use Double Deep Q-learning to teach itself to land a Lunar Lander on OpenAI universe

Banana Rl ⭐ 5

Train an agent using RL to navigate (and collect bananas) in a large, square world

Reinforcement Learning ⭐ 5

Implementation and Notes of different Reinforcement Learning Algorithms

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