A notebook walking through how to use Keras RL to solve Atari environments.

Reinforcement Learning (RL DQN) / Atari Acrobot, Breakout, and Space Invaders.

This project implements a Deep Reinforcement Learning (DRL) agent to play the classic Atari game Space Invaders using the DQN (Deep Q-Network) algorithm. The project includes a Jupyter notebook (space_invaders.ipynb) that walks through the process of training and testing the agent.

Space Invaders agent trained using DQN/A2C models on OpenAI Gym Atari Environment.

Implementation of DQN algorithm on the atari game Space Invaders

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A Q learning agent that plays my version of space invaders.

An interactive reinforcement learning project where agents trained using Deep Q-Network (DQN) and Proximal Policy Optimization (PPO) play Atari's classic Space Invaders. The project includes a Streamlit app to visualize and compare the performance of both agents.

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Using Keras RL and Tensorflow to create an Intelligent Space Invaders Game Playing Agent.

A C++ implementation of DQN, Double DQN, and Dueling DQN RL Algorithms for Atari Space Invaders using Atari Learning Environment (ALE) and Caffe2/PyTorch (libtorch)

Space Invaders game using RL

RL agent playing space invaders

A Space Invader Bot

Training an agent using deep Q network and convolutional neural networks

Tutorial on Reinforcement Learning using Atari Space Invaders

Deep reinforcement learning for custom Space Invaders game

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A Reinforcement Learning model that utilizes a convolutional neural network to determine the loss of a particular action given the state and discounted future rewards. It is optimized through RMSProp in order to converge to a policy that maximizes score (rewards).

we gonna make a computer shoot things.

Deep Reinforcement Learning for Atari Game Python | AI Plays Space Invaders

A reinforcement learning agent trained to play Atari's Space Invaders game

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RL Atari SpaceInvaders using DQN

Train an agent to play Space Invaders

Deep Reinforcement Learning - Space Invaders

A toy project where I used RL techniques to teach an agent how to play space invaders

Implementation of Double DQN and Dueling Double DQN to learn how to play the Atari videogame Space invaders

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