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rainbow-dqn

Here are 10 public repositories matching this topic...

marload / DeepRL-TensorFlow2

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🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2

machine-learning reinforcement-learning deep-learning algorithms tensorflow deep-reinforcement-learning dqn a3c reinforce ddpg sac double-dqn trpo dueling-dqn ppo a2c rainbow-dqn tensorflow2

Updated May 4, 2020
Python

Sheng-J / DOM-Q-NET

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Graph-based Deep Q Network for Web Navigation

reinforcement-learning qlearning rl graph-based-learning graph-neural-networks rainbow-dqn dqn-pytorch

Updated Jul 8, 2019
Python

marload / DistRL-TensorFlow2

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🐳 Implementation of various Distributional Reinforcement Learning Algorithms using TensorFlow2.

machine-learning deep-learning tensorflow dqn c51 rainbow-dqn qr-dqn tensorflow2 distributional-rl

Updated Apr 28, 2020
Python

chucnorrisful / dqn

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Applying the DQN-Agent from keras-rl to Starcraft 2 Learning Environment and modding it to to use the Rainbow-DQN algorithms.

python reinforcement-learning keras dqn reinforcement-learning-algorithms ddqn double-dqn keras-rl dueling-dqn starcraft2 pysc2 pysc2-agent prioritized-experience-replay pysc2-mini-games starcraft2-ai sc2le rainbow-dqn dddqn

Updated Jul 3, 2019
Python

sshkhr / RBDoom

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RBDoom is a Rainbow-DQN based agent for playing the first-person shooter game Doom

reinforcement-learning deep-learning deep-reinforcement-learning deep-q-network double-dqn dueling-dqn experience-replay rainbow-dqn

Updated Jan 26, 2019
Python

deligentfool / dqn_zoo

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The implement of all kinds of dqn reinforcement learning with Pytorch

pytorch dqn ddqn dueling-dqn iqn categorical-dqn rainbow-dqn qr-dqn prioritized-dqn noisy-dqn distribution-dqn n-step-dqn

Updated May 21, 2020
Python

THINK989 / Real-Time-Stock-Market-Prediction-using-Ensemble-DL-and-Rainbow-DQN

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tensorflow keras lstm gru ensemble stock-price-forecasting trade-bot rainbow-dqn real-time-prediction

Updated May 23, 2020
Python

rallesiardo / atari_rl

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Reinforcement Learning on Atari

deep-reinforcement-learning atari rainbow-dqn

Updated Jan 13, 2020
Python

davide97l / Rainbow

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Implementation and evaluation of the RL algorithm Rainbow to learn to play Atari games.

atari-games dueling-dqn categorical-dqn prioritized-experience-replay cartpole-v0 rainbow-dqn dqn-pytorch ddqn-pyotrch noisy-dqn

Updated May 22, 2020
Python

willi-menapace / atari_reinforcement_learning

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We use the Rainbow DQN model to build agents that play Ms-Pacman, Atlantis and Demon Attack. We make modifications to the model that allow much faster convergence on Ms-Pacman with respect to Deepmind's original paper and obtain comparable performance.

python reinforcement-learning pytorch rainbow-dqn ms-pacman

Updated Oct 20, 2019
Python

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