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dongminlee94 /deep_rl

Star494

PyTorch implementation of deep reinforcement learning algorithms

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

UpdatedNov 19, 2021
Python

Sakib1263 /NABNet

Star38

NABNet: A Nested Attention-guided BiConvLSTM Network for a robust ‎prediction of Blood Pressure components from reconstructed Arterial Blood ‎Pressure waveforms using PPG and ECG Signals

machine-learning deep-learning regression cnn estimation ecg feature-extraction autoencoder segmentation unet abp keras-tensorflow ppg bp unet-keras vpg apg deep-supervision

UpdatedMar 14, 2023
Jupyter Notebook

moabitcoin /cherry-pytorch

Star13

Reinforcement Learning Tutorials & other bedtime stories in PyTorch

reinforcement-learning deep-learning deep-reinforcement-learning pytorch atari vizdoom agents pytorch-tutorial dqn-pytorch vpg ddpg-pytorch ddqn-pyotrch

UpdatedFeb 25, 2020
Python

TroddenSpade /Exhaustive-Reinforcement-Learning

Star12

Exhaustive Implementation of Algorithms, Key Papers, and Well-Known Problems of Reinforcement Leaning

python machine-learning reinforcement-learning deep-learning tensorflow deep-reinforcement-learning pytorch artificial-intelligence dqn gym rl a3c sac ddqn trpo ppo a2c acktr vpg

UpdatedAug 21, 2022
Jupyter Notebook

Wadaboa /cpr-appropriation

Star9

Solutions to the Harvest CPR appropriation problem with policy gradient methods and social learning, for Autonomous and Adaptive Systems class at UNIBO

harvest dqn gym policy-gradient reinforce gathering aas unibo trpo cpr ppo gifting rllib vpg

UpdatedSep 10, 2021
Python

saadsur /PPGFeat

Star9

This app takes unfiltered PPG waveform as input and SQI table (Optional) and store single PPG segment.

signal-processing feature-extraction matlab-toolbox photoplethysmography matlab-gui ppg-features vpg apg ppg-signal

UpdatedMay 10, 2024

xffxff /spinningup-cpp

Star5

Implement some of the core deep RL algorithms with C++

reinforcement-learning cpp cartpole ppo libtorch spinningup vpg

UpdatedMay 21, 2019
C++

dodoseung /deep-learning-pytorch

Star5

The pytorch implementation of deep learning

pytorch dqn a3c ddpg sac ac trpo ppo a2c td3 vpg

UpdatedAug 4, 2023

akashe /DeepReinforcementLearning

Star4

Deep RL implementations. DQN, SAC, DDPG, TD3, PPO and VPG implemented in pytorch. Tested Env: LunarLander-v2 and Pendulum-v0.

algorithms ddpg sac ppo td3 pytorch-implementation pendulum-v0 lunarlander-v2 vpg ppo-pytorch deep-rl-implementations

UpdatedJan 23, 2021
Python

Ctiely /RL_example

Star3

reinforcement learning examples

reinforcement-learning tensorflow dqn policy-gradient breakout-game reinforcement-learning-excercises double-dqn ppo duel-dqn vpg

UpdatedApr 24, 2019
Python

reddog3s /VisPulse

Star2

Project implemented as part of master thesis Semantic segmentation and tracking of human silhouettes on video sequences for heart rate estimation algorithm

computer-vision segmentation pose-estimation multiple-object-tracking rppg vpg

UpdatedSep 1, 2024
Python

a13xe /PolicyGradientAlgorithms

Star2

Comparing VPG, TRPO and PPO from Policy Gradient family

visualization python reinforcement-learning deep-learning tensorflow policy-gradient cartpole mountain-car plotting acrobat trpo ppo vpg

UpdatedJun 13, 2023
Python

JojiJoseph /Deep-RL

Star1

Contains deep reinforcement learning algorithms I have implemented.

reinforcement-learning pytorch dqn ddpg sac ddqn td3 vpg duelling-q-networks

UpdatedDec 12, 2022
Python

qwertyforce /reinforcement-learning

Star1

experiments with RL in OpenAI Gym

reinforcement-learning gym ppo a2c tensorflow2 vpg

UpdatedFeb 1, 2020
Python

solemn-leader /Reinforce.

Star0

Reinforcment learning algorithms

reinforcement-learning tensorflow a2c vpg

UpdatedNov 22, 2022
Jupyter Notebook

dodoseung /vpg-vanilla-policy-gradient-pytorch

Star0

The pytorch implementation of vpg

deep-reinforcement-learning pytorch vpg vanilla-policy-gradient vpg-pytorch

UpdatedMar 14, 2022
Python

danieladejumo17 /VPG-CartPole

Star0

Implementation of Vanilla Policy Gradient with Generalized Advatage Estimation in PyTorch. The model here has been trained to solve the Gym CartPole environment.

deep-reinforcement-learning openai-gym vpg