DeepCoMP
by CN-UPB
Dynamic multi-cell selection for cooperative multipoint (CoMP) using (multi-agent) deep reinforcement learning
AI summary
Cell selection optimizer
A reinforcement learning-based system for optimizing multi-cell selection in wireless networks
- stars
- 58
- forks
- 13
- watching
- 8
- awesome list
- 1
Similar projects
Found by comparing what the projects do, not just their names.
Inference optimizer
A deep learning method for optimizing convolutional neural networks by reducing computational cost while improving regularization and inference efficiency.
cbfinn/gps599
Policy optimizer
An implementation of guided policy search and LQG-based trajectory optimization for reinforcement learning
Topology optimizer
Optimization code for topology optimization problems using machine learning and deep learning techniques
Model optimizer
Enables the creation of smaller neural network models through efficient pruning and quantization techniques
Memory optimizer
An optimization technique to reduce memory usage in deep neural networks during training
Collaboration optimizer
An algorithm that optimizes collaboration in federated learning by clustering clients into non-overlapping coalitions based on data quantity and pairwise distribution distances.
Optimization layer
A PyTorch module that adds differentiable optimization as a layer to neural networks
Gradient optimization method
A technique to simplify backpropagation in neural networks by selectively computing only the most relevant gradients
Deep learning optimizer
An open-source project providing hardware accelerated, batchable and differentiable optimizers in JAX for deep learning.
Network tuner
Automates the search for optimal neural network configurations in deep learning applications
Graph Neural Network Optimizer
Analyzes and optimizes the performance of graph neural networks using gradient boosting and various aggregation models.
Portfolio optimizer
An algorithm that optimizes portfolio allocation using Reinforcement Learning and Supervised learning.
Neural network optimizer
An implementation of an optimization algorithm for training neural networks in machine learning environments.
Memory optimizer
A tool for optimizing deep learning models to reduce memory usage without sacrificing performance
CNN optimizer
A tool for exploring and optimizing the architecture of Convolutional Neural Networks using a Genetic Algorithm
Featured in 1 awesome list
Each link jumps to the spot where the list mentions DeepCoMP.
