Pinned Repositories
batch_d3pg
Batch version of D3PG in PyTorch
burlap_examples
Tutorial and example code for BURLAP (http://burlap.cs.brown.edu)
Distributed-Property-Statistics
dragon
Distributed resource assignment algorithm to enable service oriented orchestration
drl-graph-partitioning
DRL models for graph partitioning and sparse matrix ordering.
GCN_Partitioning
Graph Partitoning Using Graph Convolutional Networks
graph_partitioning
Solve graph partitioning problem experimenting IP, CP (ortools) , Tabu search and GA
gym
A toolkit for developing and comparing reinforcement learning algorithms.
Kernighan-Lin
Implementation of Kernighan-Lin graph partitioning algorithm in Python
moral_rl
ZahraSf's Repositories
ZahraSf/batch_d3pg
Batch version of D3PG in PyTorch
ZahraSf/burlap_examples
Tutorial and example code for BURLAP (http://burlap.cs.brown.edu)
ZahraSf/Distributed-Property-Statistics
ZahraSf/dragon
Distributed resource assignment algorithm to enable service oriented orchestration
ZahraSf/drl-graph-partitioning
DRL models for graph partitioning and sparse matrix ordering.
ZahraSf/GCN_Partitioning
Graph Partitoning Using Graph Convolutional Networks
ZahraSf/graph_partitioning
Solve graph partitioning problem experimenting IP, CP (ortools) , Tabu search and GA
ZahraSf/gym
A toolkit for developing and comparing reinforcement learning algorithms.
ZahraSf/Kernighan-Lin
Implementation of Kernighan-Lin graph partitioning algorithm in Python
ZahraSf/moral_rl
ZahraSf/multi_action_head_PPO
PPO with multi-head/autoregressive action outputs
ZahraSf/Off_Policy_Adversarial_Inverse_Reinforcement_Learning
Implementation of Off Policy Adversarial Inverse Reinforcement Learning
ZahraSf/PureEdgeSim2022
PureEdgeSim: A simulation framework for performance evaluation of cloud, fog, and pure edge computing environments.
ZahraSf/Resources-Allocation-in-The-Edge-Computing-Environment-Using-Reinforcement-Learning
Simulated the scenario between edge servers and users with a clear graphic interface. Also, implemented the continuous control with Deep Deterministic Policy Gradient (DDPG) to determine the resources allocation (offload targets, computational resources, migration bandwidth) in the edge servers
ZahraSf/SimRLFab
Simulation and reinforcement learning framework for production planning and control of complex job shop manufacturing systems
ZahraSf/Stock-Trading-Environment
A custom OpenAI gym environment for simulating stock trades on historical price data.