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Showing 226–250 of 3104 papers
Title
Date
Tasks
Status
Hype
On Effective Scheduling of Model-based Reinforcement Learning
Nov 16, 2021
continuous-control
Continuous Control
Code
Code Available
1
Deep Reinforcement Model Selection for Communications Resource Allocation in On-Site Medical Care
Nov 12, 2021
Model Selection
Scheduling
Code
Code Available
1
SMORE: Knowledge Graph Completion and Multi-hop Reasoning in Massive Knowledge Graphs
Oct 28, 2021
CPU
GPU
Code
Code Available
1
MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning
Oct 28, 2021
Deep Learning
image-classification
Code
Code Available
1
An actor-critic algorithm with policy gradients to solve the job shop scheduling problem using deep double recurrent agents
Oct 18, 2021
Deep Reinforcement Learning
Job Shop Scheduling
Code
Code Available
1
Hydra: A System for Large Multi-Model Deep Learning
Oct 16, 2021
Deep Learning
GPU
Code
Code Available
1
HUNTER: AI based Holistic Resource Management for Sustainable Cloud Computing
Oct 11, 2021
Cloud Computing
Management
Code
Code Available
1
Learning the Markov Decision Process in the Sparse Gaussian Elimination
Sep 30, 2021
Combinatorial Optimization
Q-Learning
Code
Code Available
1
NICE: Robust Scheduling through Reinforcement Learning-Guided Integer Programming
Sep 24, 2021
reinforcement-learning
Reinforcement Learning
Code
Code Available
1
Link Scheduling using Graph Neural Networks
Sep 12, 2021
Scheduling
Code
Code Available
1
Characterization and Prediction of Deep Learning Workloads in Large-Scale GPU Datacenters
Sep 3, 2021
GPU
Management
Code
Code Available
1
Reinforcement Learning based Condition-oriented Maintenance Scheduling for Flow Line Systems
Aug 27, 2021
Decision Making
Deep Reinforcement Learning
Code
Code Available
1
Chimera: Efficiently Training Large-Scale Neural Networks with Bidirectional Pipelines
Jul 14, 2021
GPU
Scheduling
Code
Code Available
1
Automated Learning Rate Scheduler for Large-batch Training
Jul 13, 2021
image-classification
Image Classification
Code
Code Available
1
Distributed Online Service Coordination Using Deep Reinforcement Learning
Jul 7, 2021
Deep Reinforcement Learning
reinforcement-learning
Code
Code Available
1
Privacy Budget Scheduling
Jun 29, 2021
CPU
Fairness
Code
Code Available
1
AKG: Automatic Kernel Generation for Neural Processing Units using Polyhedral Transformations
Jun 19, 2021
Code Generation
CPU
Code
Code Available
1
A deep generative model for probabilistic energy forecasting in power systems: normalizing flows
Jun 17, 2021
energy management
Management
Code
Code Available
1
A Bi-Level Framework for Learning to Solve Combinatorial Optimization on Graphs
Jun 9, 2021
Combinatorial Optimization
Scheduling
Code
Code Available
1
ScheduleNet: Learn to solve multi-agent scheduling problems with reinforcement learning
Jun 6, 2021
Decision Making
Graph Attention
Code
Code Available
1
RecPipe: Co-designing Models and Hardware to Jointly Optimize Recommendation Quality and Performance
May 18, 2021
Recommendation Systems
Scheduling
Code
Code Available
1
A Scalable and Reproducible System-on-Chip Simulation for Reinforcement Learning
Apr 27, 2021
Deep Reinforcement Learning
reinforcement-learning
Code
Code Available
1
Towards Standardising Reinforcement Learning Approaches for Production Scheduling Problems
Apr 16, 2021
Benchmarking
reinforcement-learning
Code
Code Available
1
A Reinforcement Learning Environment For Job-Shop Scheduling
Apr 8, 2021
Combinatorial Optimization
Deep Reinforcement Learning
Code
Code Available
1
Thermal Neural Networks: Lumped-Parameter Thermal Modeling With State-Space Machine Learning
Mar 30, 2021
BIG-bench Machine Learning
Scheduling
Code
Code Available
1
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