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germain-hug /Deep-RL-Keras

Star541

Keras Implementation of popular Deep RL Algorithms (A3C, DDQN, DDPG, Dueling DDQN)

reinforcement-learning keras openai dqn gym policy-gradient a3c ddpg ddqn keras-rl a2c d3qn dueling

UpdatedMay 25, 2020
Python

pythonlessons /Reinforcement_Learning

Star372

Reinforcement learning tutorials

reinforcement-learning dqn policy-gradient a3c ddqn dueling-dqn ppo a2c lunarlander d3qn bipedalwalker ppo-agent actor-critic-algorythm

UpdatedMar 25, 2023
Python

A QoE-Oriented Computation Offloading Algorithm based on Deep Reinforcement Learning (DRL) for Mobile Edge Computing (MEC) | This algorithm captures the dynamics of the MEC environment by integrating the Dueling Double Deep Q-Network (D3QN) model with Long Short-Term Memory (LSTM) networks.

deep-reinforcement-learning dqn mdp offloading deep-q-network markov-decision-processes resource-management performance-evaluation mec ddqn edge-computing lstm-networks network-optimization d3qn

UpdatedJan 3, 2025
Python

DanielPalaio /LunarLander-v2_DeepRL

Star37

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

tensorflow keras deep-reinforcement-learning openai-gym openai dqn dueling-dqn deeprl d3qn dqn-tensorflow lunarlander-v2

UpdatedAug 11, 2021
Python

DanielPalaio /MountainCar-v0_DeepRL

Star23

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

tensorflow keras deep-reinforcement-learning openai-gym openai dqn dueling-dqn deeprl mountaincar-v0 d3qn dqn-tensorflow

UpdatedAug 11, 2021
Python

MahanVeisi8 /RL_practices

Star12

Collection of my Reinforcement Learning (RL) practices including DQN, D3QN, and Adaptive Gamma, applied to the Lunar Lander and CartPole environments. 🚀🕹️

python machine-learning reinforcement-learning pytorch dqn cartpole rl deep-q-network lunar-lander d3qn adaptive-gamma

UpdatedOct 21, 2024
Jupyter Notebook

negarhonarvar /DeepReinforcementLearning

Star10

A Complete Collection of Deep RL Famous Algorithms implemented in Gymnasium most Popular environments

dqn boltzmann-exploration sarsa lunar-lander cartpole-v1 d3qn swimmer softmax-exploration drl-algorithms ppo-algorithm gymnasium-environment

UpdatedOct 31, 2024
Python

Amirarsalan-sn /Lunar-Lander

Star8

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

UpdatedJun 10, 2024
Python

DanielPalaio /Pong-v4_DeepRL

Star7

Atari OpenAI Pong-v4 DeepRL-based solutions (DQN, DuelingDQN, D3QN)

tensorflow keras openai-gym openai dqn deeprl d3qn dqn-tensorflow openai-pong duelingdqn pong-v4

UpdatedAug 11, 2021
Python

DanielPalaio /CartPole-v0_DeepRL

Star5

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

tensorflow keras deep-reinforcement-learning openai-gym openai dqn dueling-dqn deeprl cartpole-v0 d3qn dqn-tensorflow

UpdatedAug 11, 2021
Python

navidadkhah /LunaLander-v2

Star5

Lunar Lander envitoment of gymnasium solved using DQN and D3QN

python machine-learning reinforcement-learning pytorch dqn gymnasium double-dqn d3qn

UpdatedOct 1, 2024
Python

dadadadawjb /RLDemo

Star2

Reinforcement Learning Demo: DQN with D3QN and DDPG with TD3 PyTorch re-implementation on Atari and MuJoCo

demo pytorch dqn gym rl atari ddpg mujoco td3 d3qn

UpdatedDec 27, 2023
Python

EnriqManComp /Lunar-Lander-DRL-Dueling-DoubleDQN

Star2

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