tutorial deep-learning neural-network tensorflow word2vec chatbot cnn gan mnist dqn rnn autoencoder seq2seq inception Updated Jan 4, 2023 Python sweetice / Deep-reinforcement-learning-with-pytorch Star 4k Code Issues Pull requests PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, ...
Build your neural network easy and fast, 莫烦Python中文教学 - PyTorch-Tutorial/tutorial-contents/405_DQN_Reinforcement_learning.py at master · MorvanZhou/PyTorch-Tutorial
03 《莫烦老师代码的github网址》 https://github.com/MorvanZhou/PyTorch-Tutorial/blob/master/tutorial-contents/405_DQN_Reinforcement_learning.pygithub.com/MorvanZhou/PyTorch-Tutorial/blob/master/tutorial-contents/405_DQN_Reinforcement_learning.py 04 《2013 DeepMind在NIPS上发表的论文》 https://arxiv...
DQN tutorial for PyTorch Introductory tutorial to DQN that got me off the ground. OpenAI Baselines Provides implementations of most Deep Reinforcement Learning algorithms written in Tensorflow. However, I used Baselines ReplayBuffer to create ReplayBufferTorch and the wrappers available here. Pre-...
[0] IQN implementation reference:https://github.com/google/dopamine/tree/master/dopamine [1] Very helpful pytorch code base:https://github.com/qfettes/DeepRL-Tutorials [2] Tutorial on C51https://mtomassoli.github.io/2017/12/08/distributional_rl/ ...
XinJingHao/DRL-Pytorch Star1.7k Code Issues Pull requests Clean, Robust, and Unified PyTorch implementation of popular Deep Reinforcement Learning (DRL) algorithms (Q-learning, Duel DDQN, PER, C51, Noisy DQN, PPO, DDPG, TD3, SAC, ASL) ...
Tianshou supports any user-defined PyTorch networks and optimizers. Yet, of course, the inputs and outputs must comply with Tianshou's API. Here is an example: import torch, numpy as np from torch import nn class Net(nn.Module):
源代码:https://github.com/higgsfield/RL-Adventure 在Pytorch1.4.0上解决bug后的复现版本:https://github.com/lucifer2859/DQN DQN Adventure: from Zero to State of the Art This is easy-to-follow step-by-step Deep Q Learning tutorial with clean readable code. ...
Clean, Robust, and Unified PyTorch implementation of popular Deep Reinforcement Learning (DRL) algorithms (Q-learning, Duel DDQN, PER, C51, Noisy DQN, PPO, DDPG, TD3, SAC, ASL) machine-learningreinforcement-learningasldeep-reinforcement-learningq-learningpytorchddpgsacdouble-dqnc51dueling-dqncategoric...
This is a clean and robust Pytorch implementation of DQN and Double DQN. Here is the training curve: All the experiments are trained with same hyperparameters. **Other RL algorithms by Pytorch can be found [here](https://github.com/XinJingHao/RL-Algorithms-by-Pytorch).** A quick render...