naivoder

A3C

PyTorch implementation of Asynchronous Advantage Actor Critic (A3C) with parallel learning

DCVAE

Keras implementation of a deep convolutional variational autoencoder (DCVAE) evaluated on the MNIST dataset

DDPG

Pytorch implementation of Deep Deterministic Policy Gradients (DDPG)

DDQN

Pytorch implementation of Double Deep Q Network (DDQN) learning with vectorized environments

DigitalTwin

ROS digital twin simulation, inverse kinematic trajectory planning, collision avoidance and local network communication using UR10 manipulator.

DiscretePPO

Pytorch implementation of Proximal Policy Optimization (PPO) for discrete action spaces

DQN

Pytorch implementation of Deep Q Network (DQN) learning with vectorized environments

dreamerv3

PyTorch implementation of DreamerV3 from "Mastering Diverse Domains with World Models"

MCTSr

Monte Carlo Tree Search Self-Refine (MCTSr)

SAC

Pytorch Implementation of Soft Actor Critic (SAC)

naivoder/MCTSr

Monte Carlo Tree Search Self-Refine (MCTSr)

naivoder/dreamerv3

PyTorch implementation of DreamerV3 from "Mastering Diverse Domains with World Models"

naivoder/DDPG

Pytorch implementation of Deep Deterministic Policy Gradients (DDPG)

naivoder/DiscretePPO

Pytorch implementation of Proximal Policy Optimization (PPO) for discrete action spaces

naivoder/DQN

Pytorch implementation of Deep Q Network (DQN) learning with vectorized environments

naivoder/A3C

PyTorch implementation of Asynchronous Advantage Actor Critic (A3C) with parallel learning

naivoder/DDQN

Pytorch implementation of Double Deep Q Network (DDQN) learning with vectorized environments

naivoder/DuelingDDQN

PyTorch implementation of Dueling Double Deep Q-Learning (Dueling DDQN) for Atari environments

naivoder/SAC

Pytorch Implementation of Soft Actor Critic (SAC)

naivoder/TD3

Pytorch implementation of twin delayed deep deterministic policy gradients (TD3)

naivoder/ViTCapsuleNet

Hybrid Vision Transformer (ViT) Capsule Network

naivoder/AttentionIsAllYouNeed

PyTorch implementation of transformers with multi-headed self attention

naivoder/PPO

Pytorch implementation of Proximal Policy Optimization (PPO) for continuous action spaces

naivoder/reinforcement_learning

Implementations of various Reinforcement Learning algorithms in Python

naivoder/CTRL-F

Pytorch implementation of CTRL-F: pairing convolution with transformer for image classification via multi-level feature cross-attention and representation learning fusion

naivoder/DebugRL

"Minimalistic Gymnasium environments for debugging RL algorithms"

naivoder/DeformableCapsuleNetwork

Pytorch implementation of Deformable Capsule Networks (DeformCaps) for object detection

naivoder/dreamerv2

naivoder/dreamerv3-jax

Mastering Diverse Domains through World Models

naivoder/DreamWeaver

Continual Meta-Reinforcement Learning for Operating System Optimization Tasks with a Shared World Model and Adaptive Compositional Policy Initializations

naivoder/ICM

PyTorch implementation of A3C with Intrinsic Curiosity Module (ICM) evaluated on Miniworld and Atari environments

naivoder/ImageToCartoon

Simple script to make images look like cartoon animations

naivoder/LaplacianNet

Laplacian Image Pyramid Convolutional Neural Network

naivoder/math-ml

teaching agents to do math from scratch

naivoder/NF_SAC

PyTorch Implementation of SAC with Normalizing Flow-Based Policy

naivoder/park

OS Reinforcement Learning Environments

naivoder/ptgood

"Planning to Go Out-of-Distribution in Offline-to-Online Reinforcement Learning"

naivoder/REINFORCE

PyTorch implementation of Monte Carlo policy gradient reinforcement

naivoder/SubtractNet

This network repeatedly takes the difference between parallel streams of convolutional blocks

naivoder/WeirdNets

A collection of strange neural network architectures, just for fun!