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philtabor / ProtoRL

A Torch Based RL Framework for Rapid Prototyping of Research Papers

dqn ddpg sac actor-critic dueling-network-architecture dueling-dqn proximal-policy-optimization ppo prioritized-experience-replay td3 soft-actor-critic dqn-pytorch dueling-ddqn ddpg-pytorch dueling-dqn-pytorch ppo-pytorch sac-pytorch td3-pytorch twin-delayed-policy-gradient

Updated Aug 5, 2026
Python

ChuaCheowHuan / reinforcement_learning

Star

My reproduction of various reinforcement learning algorithms (DQN variants, A3C, DPPO, RND with PPO) in Tensorflow.

reinforcement-learning tensorflow lstm dqn rl rnd a3c per ddqn distributed-tensorflow ppo dppo random-network-distillation dueling-ddqn n-step rnd-ppo n-step-target n-step-return

Updated Mar 24, 2023
Jupyter Notebook

nimishsantosh107 / RL-SuperMarioBros

Star

Reinforcement learning algorithms implemented to learn to play Super Mario Bros.

super-mario reinforcement-learning deep-reinforcement-learning pytorch nes dqn dueling-ddqn

Updated Oct 24, 2020
Jupyter Notebook

Amirarsalan-sn / Lunar-Lander

Star

Lunar Lander envitoment of gymnasium solved using Double DQN and D3QN

python machine-learning reinforcement-learning pytorch dqn reinforcement-learning-algorithms gymnasium double-dqn d3qn reinforcement-learning-environments dqn-pytorch dueling-ddqn gymnasium-environment

Updated Jun 10, 2024
Python

KanishkNavale / Generative-Adversarial-Imitation-Learning

Star

Generative Adversial Imitation Learning (GAIL) an inverse reinforcement learning algorithm

reinforcement-learning deep-learning python3 dataset pytorch-implementation dueling-ddqn dueling-dqn-pytorch irl-algorithms gail-ppo

Updated Apr 5, 2022
Python

pramodc08 / LunarLanderV2-DQN

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This project uses Deep Reinforcement Learning to solve the Lunar Lander environment of the OpenAI-Gym

reinforcement-learning deep-learning deep-reinforcement-learning openai-gym python3 pytorch deep-q-learning double-dqn dueling-dqn tensorboard-pytorch dueling-ddqn

Updated Jun 26, 2021
Python

francescotorregrossa / deep-reinforcement-learning-nanodegree

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Exercises and projects from Udacity's Nanodegree

reinforcement-learning qlearning deep-reinforcement-learning pytorch dqn monte-carlo-methods double-dqn temporal-differencing-learning dueling-dqn dqn-pytorch dueling-ddqn dqn-variants

Updated Jan 6, 2021
Jupyter Notebook

nimishsantosh107 / Reinforcement-Learning

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Reinforcement learning algorithms and solved gym environments.

reinforcement-learning openai-gym pytorch dqn ddpg ddqn ppo td3 dueling-ddqn

Updated Oct 30, 2020
Jupyter Notebook

rishiraj / Deep-Q-Learning

Star

reinforcement-learning lunar-lander deepq-learning dueling-ddqn

Updated Aug 28, 2020
Python

melli0505 / Deep-RL

Star

Deep Reinforcement Learning with Custom Environment

tensorflow keras deep-reinforcement-learning dqn ddpg dueling-dqn gym-environment dueling-ddqn custom-environment

Updated Aug 17, 2023
Python

EnriqManComp / Lunar-Lander-DRL-Dueling-DoubleDQN

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This is a Deep Reinforcement Learning solution for the Lunar Lander problem in OpenAI Gym using dueling network architecture and the double DQN algorithm.

deep-reinforcement-learning openai-gym torch pytorch deeprl lunar-lander d3qn dqn-pytorch lunarlander-v2 dueling-ddqn

Updated Feb 10, 2024
Jupyter Notebook

Ibrahim-Benkhedda / Kane-vs-Abel-MortalKombat2

Star

Comparing Behaviour Trees and Deep Reinforcement Learning for Fighting AI

reinforcement-learning dqn behaviour-tree gym-retro dueling-ddqn stable-retro

Updated Mar 30, 2025
Python

gbartyzel / yadrl

Star

Yet another deep reinforcement learning

deep-reinforcement-learning dqn ddpg sac ddqn double-dqn dueling-dqn deep-rl categorical-dqn noisynet-dqn td3 qr-dqn multi-step-dqn dueling-ddqn distributional-ddpg

Updated Jan 27, 2021
Python

jhc13 / 2x2-cube-solver

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Reinforcement learning agent that solves a 2x2 Rubik's cube

reinforcement-learning rubiks-cube rubiks-cube-solver dueling-ddqn

Updated May 14, 2022
Python

notsamdonald / MaRLo

Star

Various Deep RL models applied to Super Mario Bros

deep-reinforcement-learning dqn ddqn deep-q-learning mario-bros dueling-ddqn

Updated Mar 1, 2022
Python

yarchickkk / apollo-dqn

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Apollo DQN — reproducible DQN variants for LunarLander-v3 with a Residual MLP backbone, PER-lite replay, strict evaluation pipeline and human baselines.