My reproduction of various reinforcement learning algorithms (DQN variants, A3C, DPPO, RND with PPO) in Tensorflow.
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Updated
Mar 24, 2023 - Jupyter Notebook
My reproduction of various reinforcement learning algorithms (DQN variants, A3C, DPPO, RND with PPO) in Tensorflow.
A Torch Based RL Framework for Rapid Prototyping of Research Papers
Reinforcement learning algorithms implemented to learn to play Super Mario Bros.
Generative Adversial Imitation Learning (GAIL) an inverse reinforcement learning algorithm
This project uses Deep Reinforcement Learning to solve the Lunar Lander environment of the OpenAI-Gym
Exercises and projects from Udacity's Nanodegree
Reinforcement learning algorithms and solved gym environments.
Various Deep RL models applied to Super Mario Bros
Yet another deep reinforcement learning
This is a Deep Reinforcement Learning solution for the Lunar Lander problem in OpenAI Gym using dueling network architecture and the double DQN algorithm.
Develop an AI player of Atari Skiing with deep reinforcement learning
Reinforcement learning algorithms in poker games
Deep Q-Learning algorithms to solve LunarLander-v2.
Reinforcement learning agent that solves a 2x2 Rubik's cube
Deep Reinforcement Learning with Custom Environment
Snake Game solved using Dueling DQN and Dueling Double DQN
Basic code for reinforcement learning and small programs.
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