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keon /deep-q-learning

Minimal Deep Q Learning (DQN & DDQN) implementations in Keras

reinforcement-learning deep-learning deep-reinforcement-learning dqn deep-q-network ddqn

UpdatedDec 4, 2020
Python

germain-hug /Deep-RL-Keras

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

dongminlee94 /deep_rl

PyTorch implementation of deep reinforcement learning algorithms

deep-reinforcement-learning pytorch dqn ddpg sac npg ddqn trpo ppo a2c td3 model-free-rl vpg sac-aea

UpdatedNov 19, 2021
Python

pythonlessons /Reinforcement_Learning

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

idreesshaikh /Autonomous-Driving-in-Carla-using-Deep-Reinforcement-Learning

Deep Reinforcement Learning (PPO) in Autonomous Driving (Carla) [from scratch]

reinforcement-learning deep-learning deep-reinforcement-learning pytorch openai deep-learning-algorithms self-driving-car autonomous-driving self-driving ddqn self-driving-cars proximal-policy-optimization ppo carla-simulator carla-driving-simulator self-driving-car-simulation carla-environment

UpdatedFeb 6, 2024
Python

atari

gsurma /atari

AI research environment for the Atari 2600 games 🤖.

python machine-learning reinforcement-learning ai ml space-invaders artificial-intelligence dqn gym breakout rl atari python2 ddqn q-l

UpdatedAug 30, 2022
Python

Kyushik /DRL

Repository for codes of 'Deep Reinforcement Learning'

tensorflow deep-reinforcement-learning pygame dqn icm rnd drl ddqn double-dqn prioritized-replay dueling-dqn deep-recurrent-q-network drqn prioritized-experience-replay noisynet-dqn

UpdatedOct 4, 2019
Python

ImanRHT /QECO

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

deepanshut041 /Reinforcement-Learning

Implementations of Deep Reinforcement Learning Algorithms and Bench-marking with PyTorch

reinforcement-learning monte-carlo atari2600 deep-reinforcement-learning pytorch dqn sarsa sonic-the-hedgehog vizdoom reinforce ddpg sac t3d actor-critic ddqn ppo a2c policy-gradients

UpdatedMar 9, 2020
Jupyter Notebook

deligentfool /dqn_zoo

The implement of all kinds of dqn reinforcement learning with Pytorch

pytorch dqn ddqn dueling-dqn iqn categorical-dqn soft-q-learning rainbow-dqn qr-dqn prioritized-dqn noisy-dqn n-step-dqn fqf distributional-dqn mmddqn

UpdatedMar 25, 2021
Python

FelipeMarcelino /2048-Gym

This projects aims to use reinforcement learning algorithms to play the game 2048.

machine-learning reinforcement-learning openai-gym artificial-intelligence 2048 ddqn gym-environment

UpdatedNov 21, 2022
Python

fschur /DDQN-with-PyTorch-for-OpenAI-Gym

Implementation of Double DQN reinforcement learning for OpenAI Gym environments with PyTorch.

reinforcement-learning deep-learning openai-gym pytorch dqn gym cartpole ddqn

UpdatedJul 25, 2024
Python

itaicaspi /keras-dqn-doom

Keras implementation of DQN on ViZDoom environment

keras deep-reinforcement-learning dqn vizdoom ddqn

UpdatedOct 16, 2016
Python

jihoonerd /Deep-Reinforcement-Learning-with-Double-Q-learning

📖 Paper: Deep Reinforcement Learning with Double Q-learning 🕹️

reinforcement-learning deep-learning dqn atari deepmind ddqn tensorflow2

UpdatedMay 9, 2024
Python

Rahul-Choudhary-3614 /Deep-Reinforcement-Learning-Notebooks

This Repository contains a series of google colab notebooks which I created to help people dive into deep reinforcement learning.This notebooks contain both theory and implementation of different algorithms.

deep-reinforcement-learning rainbow doom dqn sarsa a3c ddqn ddpg-algorithm ppo a2c prioritized-experience-replay cartpole-v0 noisy-networks soft-actor-critic half-cheetah kungfumaster-v0 ant-v2 reinforce-algorithm

UpdatedApr 24, 2021
Jupyter Notebook

alamminsalo /snakewasm

Snake game with neural network AI model

javascript game rust reinforcement-learning neural-network wasm pytorch dqn snake-game deeplearning ddqn

UpdatedNov 17, 2022
Rust

ChuaCheowHuan /reinforcement_learning

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

UpdatedMar 24, 2023
Jupyter Notebook

blackredscarf /pytorch-DQN

Using pytorch to implement DQN / DDQN / Atari DDQN

reinforcement-learning deep-learning pytorch dqn atari ddqn

UpdatedAug 30, 2018
Python

kochlisGit /TraderNet-CRv2

TraderNet-CRv2 - Combining Deep Reinforcement Learning with Technical Analysis and Trend Monitoring on Cryptocurrency Markets

python machine-learning deep-neural-networks tensorflow trading-bot deep-reinforcement-learning trading-algorithms technical-analysis technical-indicators google-trends ddqn google-trends-api proximal-policy-optimization cryptocurrency-trading reward-shaping explainability tf-agents double-dqn-algorithm risk-adjusted-return ppo-algorithm

UpdatedOct 2, 2023
Jupyter Notebook

TroddenSpade /Federated-DRL

Parallel training on multiple Deep RL agents with Federated Learning approach to gain higher rewards

reinforcement-learning pytorch dqn ddqn federated-learning

UpdatedSep 1, 2022
Python

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