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Deep_reinforcement_learning_Course simoninithomas

1.2k

3.7k

unknown

135

Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch

a2c ppo unity pytorch qlearning tensorflow actor-critic deep-learning deep-q-network deep-q-learning tensorflow-tutorials deep-reinforcement-learning

Created 2018-03-25

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

trading-bot pskrunner14

333

911

mit

50

Stock Trading Bot using Deep Q-Learning

ai-agents q-learning trading-bot stock-trading deep-q-learning stock-trading-bot trading-algorithms reinforcement-learning stock-price-prediction

Created 2018-08-13

31 commits to master branch, last one 4 years ago

autonomous-learning-library cpnota

72

642

mit

23

A PyTorch library for building deep reinforcement learning agents.

a2c dqn ppo sac ddpg dqn-pytorch deep-q-learning soft-actor-critic advantage-actor-critic reinforcement-learning deep-reinforcement-learning proximal-policy-optimization reinforcement-learning-algorithms deep-deterministic-policy-gradient

Created 2018-11-07

300 commits to develop branch, last one 3 months ago

awesome-monte-carlo-tree-search-papers benedekrozemberczki

70

614

cc0-1.0

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A curated list of Monte Carlo tree search papers with implementations.

rl atari learning q-learning monte-carlo tree-search deep-learning deep-q-learning policy-gradient machine-learning policy-evaluation reinforcement-learning monte-carlo-tree-search machine-learning-algorithms reinforcement-learning-agent reinforcement-learning-algorithms

Created 2019-11-22

112 commits to master branch, last one 3 months ago

Flappy-bird-deep-Q-learning-pytorch uvipen

124

497

mit

21

Deep Q-learning for playing flappy bird game

pygame pytorch deep-q-network deep-q-learning reinforcement-learning

Created 2019-04-15

6 commits to master branch, last one 3 years ago

Tetris-deep-Q-learning-pytorch uvipen

106

458

mit

17

Deep Q-learning for playing tetris game

cv2 pytorch deep-q-network deep-q-learning reinforcement-learning

Created 2020-03-29

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

rad MishaLaskin

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400

unknown

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RAD: Reinforcement Learning with Augmented Data

Created 2020-04-09

23 commits to master branch, last one 3 years ago

DQN-Trading MehranTaghian

47

134

mit

7

A Deep Reinforcement Learning Framework for Stock Market Trading

dqn trade pytorch trading-bot stock-market deep-q-learning reinforcement-learning deep-reinforcement-learning

Created 2021-08-27

18 commits to master branch, last one 2 years ago

Deep-Reinforcement-Learning-CS285-Pytorch erfanMhi

11

130

mit

4

Solutions of assignments of Deep Reinforcement Learning course presented by the University of California, Berkeley (CS285) in Pytorch framework

mujoco python pytorch berkeley openai-gym deep-learning model-free-rl model-based-rl deep-q-learning neural-networks policy-gradient actor-critic-algorithm reinforcement-learning deep-reinforcement-learning

Created 2020-06-13

38 commits to master branch, last one 3 years ago

sunrise pokaxpoka

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unknown

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SUNRISE: A Simple Unified Framework for Ensemble Learning in Deep Reinforcement Learning

rl sac mujoco rainbow codebase dm-control model-free off-policy deep-learning deep-q-network deep-q-learning soft-actor-critic deep-neural-networks reinforcement-learning deep-reinforcement-learning

Created 2020-07-02

7 commits to master branch, last one 3 years ago

Deep-Reinforcement-Learning-applied-to-DOOM boubnanm

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unknown

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DQN, DDDQN, A3C, PPO, Curiosity applied to the game DOOM

a3c ppo pytorch vizdoom curiosity tensorflow dueling-dqn actor-critic deep-q-learning curiosity-driven deep-reinforcement-learning

Created 2019-01-04

65 commits to master branch, last one 3 years ago