Pinned Repositories
Advanced-Actor-Critic-Methods
PPO
AiLearning
AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP
CNN-repository
classical CNN impelementation with pytorch.Include VGGNet,BN-VGG,Inception-v1,BN-Inception,Resnet-v1,Resnet-v2,DenseNet and so on.
Deep-Reinforcement-Learning-Algorithms-with-PyTorch
PyTorch implementations of deep reinforcement learning algorithms and environments
DRL_Based_3D_AC_of_UAV_Swarm
DRL_UAV_CellularNet
Simulator developed for the mobility management of UAV base stations project featuring A3C
Gazebo-CrowdNav
[ICRA19] Crowd-aware Robot Navigation with Attention-based Deep Reinforcement Learning
PPO-PyTorch
Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch
UAV-Navigation-Learning
uav_bs_ctrl
Code implementation of "Cooperative Trajectory Design of Multiple UAV Base Stations with Heterogeneous Graph Neural Networks".
rayLrayL's Repositories
rayLrayL/DRL_Based_3D_AC_of_UAV_Swarm
rayLrayL/DRL_UAV_CellularNet
Simulator developed for the mobility management of UAV base stations project featuring A3C
rayLrayL/Gazebo-CrowdNav
[ICRA19] Crowd-aware Robot Navigation with Attention-based Deep Reinforcement Learning
rayLrayL/PPO-PyTorch
Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch
rayLrayL/UAV-Navigation-Learning
rayLrayL/uav_bs_ctrl
Code implementation of "Cooperative Trajectory Design of Multiple UAV Base Stations with Heterogeneous Graph Neural Networks".
rayLrayL/Advanced-Actor-Critic-Methods
PPO
rayLrayL/AiLearning
AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP
rayLrayL/Deep-Reinforcement-Learning-Algorithms-with-PyTorch
PyTorch implementations of deep reinforcement learning algorithms and environments
rayLrayL/Deep-Reinforcement-Learning-for-5G-Networks
Code for my publication: Deep Reinforcement Learning for 5G Networks: Joint Beamforming, Power Control, and Interference Coordination. Paper accepted for publication to IEEE Transactions on Communications.
rayLrayL/DeepLearning-500-questions
深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06
rayLrayL/Drone_RL
Solving Beamforming problem using reinforcement learning between Base station and UAV
rayLrayL/DeepLearningFlappyBird
Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).
rayLrayL/ESL-CN
The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。
rayLrayL/fedavg.pytorch
A PyTorch implementation of "Communication-Efficient Learning of Deep Networks from Decentralized Data", AISTATS, 2017
rayLrayL/Federated-Learning-PyTorch
Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data
rayLrayL/GNNPapers
Must-read papers on graph neural networks (GNN)
rayLrayL/group-lasso
Group Lasso implementation following the scikit-learn API
rayLrayL/GroupLasso
Group Lasso package for Python.
rayLrayL/light_mappo
Lightweight version of MAPPO to help you quickly migrate to your local environment.
rayLrayL/MAAC
Code for "Actor-Attention-Critic for Multi-Agent Reinforcement Learning" ICML 2019
rayLrayL/mfrl
Mean Field Multi-Agent Reinforcement Learning
rayLrayL/Multi-Agent-Deep-Deterministic-Policy-Gradients
A Pytorch implementation of the multi agent deep deterministic policy gradients (MADDPG) algorithm
rayLrayL/Multi-Agent-Reinforcement-Learning-papers
Multi-Agent Reinforcement Learning (MARL) papers
rayLrayL/Multistep-DDPG
The implementation of Multistep-DDPG and Mixed-Multistep-DDPG
rayLrayL/Paper-with-Code-of-Wireless-communication-Based-on-DL
无线与深度学习结合的论文代码整理/Paper-with-Code-of-Wireless-communication-Based-on-DL
rayLrayL/PGMORL
[ICML 2020] Prediction-Guided Multi-Objective Reinforcement Learning for Continuous Robot Control
rayLrayL/reinforcement_learning
rayLrayL/Technical-Report-Improved-Low-Resolution-Quantized-SIMO-Detection-via-Deep-Learning
rayLrayL/TRPO-in-MARL