Pinned Repositories
algorithm_practice-1
Cracking the coding interviews!
CustomMuJoCoEnviromentForRL
This is a very simple example of creating and training your own MuJoCo environment using RL algorithms through the Gymnasium.
FLAIR-1
Semantic segmentation from aerial imagery (baseline of the FLAIR #1 challenge)
garage
A toolkit for reproducible reinforcement learning research.
gym-pybullet-drones
PyBullet Gymnasium environments for single and multi-agent reinforcement learning of quadcopter control
hands_on_machine_learning
hopfield-layers
Hopfield Networks is All You Need
horizon-detection
A lightweight utility for detecting the horizon line in natural images.
IGNN
[NeurIPS 2020] Cross-Scale Internal Graph Neural Network for Image Super-Resolution
Marigold
[CVPR 2024 - Oral, Best Paper Award Candidate] Marigold: Repurposing Diffusion-Based Image Generators for Monocular Depth Estimation
PolRoudier's Repositories
PolRoudier/Pearl
A Production-ready Reinforcement Learning AI Agent Library brought by the Applied Reinforcement Learning team at Meta.
PolRoudier/PuLID
Official code for PuLID: Pure and Lightning ID Customization via Contrastive Alignment
PolRoudier/Marigold
[CVPR 2024 - Oral, Best Paper Award Candidate] Marigold: Repurposing Diffusion-Based Image Generators for Monocular Depth Estimation
PolRoudier/pg-is-all-you-need
Policy Gradient is all you need! A step-by-step tutorial for well-known PG methods.
PolRoudier/FLAIR-1
Semantic segmentation from aerial imagery (baseline of the FLAIR #1 challenge)
PolRoudier/gym-pybullet-drones
PyBullet Gymnasium environments for single and multi-agent reinforcement learning of quadcopter control
PolRoudier/mujoco_RL
PolRoudier/PythonRobotics
Python sample codes for robotics algorithms.
PolRoudier/CustomMuJoCoEnviromentForRL
This is a very simple example of creating and training your own MuJoCo environment using RL algorithms through the Gymnasium.
PolRoudier/PyFlyt
UAV Flight Simulator Gymnasium Environments
PolRoudier/spinningup
An educational resource to help anyone learn deep reinforcement learning.
PolRoudier/pyflyt_dogfight
Aerial Combat environment build around PyFlyt
PolRoudier/MAVBench
Simulator + benchmark suite for Micro Aerial Vehicle design.
PolRoudier/garage
A toolkit for reproducible reinforcement learning research.
PolRoudier/hopfield-layers
Hopfield Networks is All You Need
PolRoudier/multi-rl-crowd-sim
Multi-Agent Reinforcement Learning of Crowd Simulation in GPU (PyTorch)
PolRoudier/pytorch-maml-rl
Reinforcement Learning with Model-Agnostic Meta-Learning in Pytorch
PolRoudier/Mujoco-Pytorch
PPO, DDPG, SAC implementation on mujoco environment
PolRoudier/hands_on_machine_learning
PolRoudier/Soft-Actor-Critic-and-Extensions
PyTorch implementation of Soft-Actor-Critic and Prioritized Experience Replay (PER) + Emphasizing Recent Experience (ERE) + Munchausen RL + D2RL and parallel Environments.
PolRoudier/IGNN
[NeurIPS 2020] Cross-Scale Internal Graph Neural Network for Image Super-Resolution
PolRoudier/Upside-Down-Reinforcement-Learning
Upside-Down Reinforcement Learning (⅂ꓤ) implementation in PyTorch. Based on the paper published by Jürgen Schmidhuber.
PolRoudier/algorithm_practice-1
Cracking the coding interviews!
PolRoudier/horizon-detection
A lightweight utility for detecting the horizon line in natural images.
PolRoudier/rl_papers
강화학습 논문들 모음
PolRoudier/sac
Soft Actor-Critic