dueling-network-architecture

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ShangtongZhang /DeepRL

Star3.3k

Modularized Implementation of Deep RL Algorithms in PyTorch

deep-reinforcement-learning rainbow pytorch dqn ddpg double-dqn dueling-network-architecture quantile-regression option-critic-architecture deeprl categorical-dqn ppo a2c prioritized-experience-replay option-critic td3

UpdatedApr 16, 2024
Python

philtabor /ProtoRL

Star68

A Torch Based RL Framework for Rapid Prototyping of Research Papers

dqn ddpg sac actor-critic dueling-network-architecture dueling-dqn proximal-policy-optimization ppo prioritized-experience-replay td3 soft-actor-critic dqn-pytorch dueling-ddqn ddpg-pytorch dueling-dqn-pytorch ppo-pytorch sac-pytorch td3-pytorch twin-delayed-policy-gradient

UpdatedJul 10, 2025
Python

PyTorch implementation of the state-of-the-art distributional reinforcement learning algorithm Fully Parameterized Quantile Function (FQF) and Extensions: N-step Bootstrapping, PER, Noisy Layer, Dueling Networks, and parallelization.

reinforcement-learning multiprocessing pytorch multi-environment reinforcement-learning-algorithms parallel-processing dueling-network-architecture prioritized-experience-replay quantile-functions dqn-pytorch distributional-rl noisy-layer fqf nstep-bootstrapping

UpdatedOct 10, 2020
Jupyter Notebook

ZidanMusk /deep-RL-DQN-tensorflow

Star10

TensorFlow implementation of Deep RL (Reinforcement Learning) papers based on deep Q-learning (DQN)

python tensorflow deep-reinforcement-learning openai-gym q-learning dqn double-dqn prioritized-replay dueling-network-architecture

UpdatedMar 1, 2018
Python

dsinghnegi /atari_RL_agent

Star6

RL based agent for atari games

reinforcement-learning pong pytorch lstm dqn breakout tensorboard a3c atari double-dqn dueling-network-architecture atari-games dueling-dqn prioritized-experience-replay experience-replay a3c-agent dqn-pytorch kungfumaster

UpdatedMar 21, 2021
Python

rybread1 /deep-rl-trex

Star5

Reinforcement learning agent using dqqn, dueling network, per to play the google chrome trex browser game.

reinforcement-learning dqn keras-tensorflow ddqn dueling-network-architecture prioritized-experience-replay tensorflow2

UpdatedOct 14, 2020
Python

weixu000 /rl_tensorflow

Star3

DQN, Double DQN, Dueling Network

python reinforcement-learning tensorflow openai-gym dqn ddqn double-dqn prioritized-replay dueling-network-architecture

UpdatedJun 2, 2017
Python

wondervictor /reinforcement.learning

Star1

Reinforcement Learning Playground

reinforcement-learning deep-reinforcement-learning dqn ddpg dueling-network-architecture a2c

UpdatedMar 2, 2018
Python

NikolaMr /Deep-Reinforcement-Learning

Star1

Deep reinforcement learning agent

machine-learning reinforcement-learning deep-learning neural-network tensorflow keras deep-reinforcement-learning openai-gym artificial-intelligence deep-q-network asynchronous-advantage-actor-critic deep-q-learning double-dqn dueling-network-architecture dueling-dqn dueling-q-networks reinforcement-learning-agent atari-breakout double-deep-q-network

UpdatedJun 27, 2018
Python

RFLeijenaar /RL-Catch-Value-Based

Star1

Deep Reinforcement Learning: Value-Based methods. An implementation of DQN, DDQN, Dueling Architectures, DQV, DQV-Max on the PyTorch Lightning framework.

reinforcement-learning dqn ddqn dueling-network-architecture dqv prioritized-experience-replay dqv-max pytorch-lightning value-based-methods