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DynaSchedBench: Calibrated Dynamic Scheduling Benchmarks and Observability Parad

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1 SIGNALFIRST DETECTED 28 May 2026
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24 Aug
Dynamic Context Scheduling: Learning Beyond the Static Universe

arXiv:2608.20799v1 Announce Type: new Abstract: We study dynamic context scheduling as a training instrument for contextual re- inforcement learning. Rather than treating

REPORT · HOW · ArXiv CS.AIOPEN STORY
31 Mar
DSevolve: Enabling Real-Time Adaptive Scheduling on Dynamic Shop Floor with LLM-Evolved Heuristic Portfolios

arXiv:2603.27628v1 Announce Type: new Abstract: In dynamic manufacturing environments, disruptions such as machine breakdowns and new order arrivals continuously shift the optimal

REPORT · WHAT · ArXiv CS.AIOPEN STORY
16 Oct
Deep Reinforcement Learning for HPC Job Scheduling: A Statistical Evaluation

arXiv:2610.21008v1 Announce Type: new Abstract: Deep Reinforcement Learning (DRL) offers learned job selection for High-Performance Computing (HPC), but performance against

REPORT · WHAT · ArXiv CS.AIOPEN STORY
20 Mar
Interleaving Scheduling and Motion Planning with Incremental Learning of Symbolic Space-Time Motion Abstractions

arXiv:2603.10651v2 Announce Type: replace-cross Abstract: Task and Motion Planning combines high-level task sequencing (what to do) with low-level motion planning (how to do it)

REPORT · WHEN · ArXiv CS.AIOPEN STORY
26 May
Low-Cost Labels, Reliable Choices: Rollout-Calibrated Hyper-Heuristics for Job Shop Scheduling

arXiv:2605.23957v1 Announce Type: new Abstract: Learning-assisted hyper-heuristics can select among dispatching rules while preserving the feasibility and interpretability of

REPORT · WHAT · ArXiv CS.AIOPEN STORY
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