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deep-q-learning keon

455

1.3k

mit

64

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

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

This repository has been archived (exclude archived)

Created 2017-02-06

49 commits to master branch, last one 4 years ago

deep_rl dongminlee94

61

490

mit

13

PyTorch implementation of deep reinforcement learning algorithms

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

Created 2019-09-17

366 commits to main branch, last one 3 years ago

Reinforcement_Learning pythonlessons

153

364

mit

7

Reinforcement learning tutorials

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

Created 2020-01-13

84 commits to master branch, last one about a year ago

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

60

288

mit

5

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

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

Created 2022-05-18

46 commits to main branch, last one 9 months ago

atari gsurma

81

255

mit

12

AI research environment for the Atari 2600 games 🤖.

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

Created 2018-09-07

42 commits to master branch, last one 3 years ago

dqn_zoo deligentfool

22

89

unknown

2

The implement of all kinds of dqn reinforcement learning with Pytorch

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

Created 2020-02-04

32 commits to master branch, last one 3 years ago

2048-Gym FelipeMarcelino

15

82

unknown

3

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

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

Created 2020-03-23

28 commits to master branch, last one 4 years ago

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

10

66

mit

1

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

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

Created 2020-02-22

35 commits to master branch, last one 3 months ago

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

15

49

mit

5

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

dqn ddqn atari deepmind tensorflow2 deep-learning reinforcement-learning

Created 2019-11-19

80 commits to master branch, last one 6 months ago

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

12

41

mit

5

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 algo...

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

Created 2020-07-09

86 commits to master branch, last one 3 years ago

TraderNet-CRv2 kochlisGit

9

31

unknown

3

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

Created 2022-12-29

5 commits to main branch, last one about a year ago