arXiv Artificial IntelligenceEMAS: Stabilizing Multi-Agent System Evolution through Evidence-Guided Revision
arXiv:2608.07196v1 Announce Type: new Abstract: Many methods for automated multi-agent system design optimize…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceSetEasy: A Multi-Modal Classroom Engagement Assessment and Seating Optimization Framework
arXiv:2608.07188v1 Announce Type: new Abstract: SetEasy optimizes classroom engagement in fixed seating…
arXiv Artificial IntelligenceAgent Memory Distillation: Empowering Small LLM Agents with Hierarchical Teacher Memory
arXiv:2608.07169v1 Announce Type: new Abstract: Memory systems have shown promise for improving agent…
arXiv Artificial IntelligenceA MARL Centered Reference Architecture for Large Language Model Augmentation in Smart Manufacturing
arXiv:2608.07148v1 Announce Type: new Abstract: Modern manufacturing imposes six coupled demands on adaptive…
arXiv Artificial IntelligenceDiDPO: Diff-in-Diff Policy Optimization for Coding Agent Training
arXiv:2608.07147v1 Announce Type: new Abstract: Reinforcement learning with Verifiable Reward (RLVR) has…
arXiv Artificial IntelligenceHow Much, Then Where: Credit-Conserving Action-to-Token Allocation for Multi-Turn Agent Reinforcement Learning
arXiv:2608.07118v1 Announce Type: new Abstract: Credit assignment in multi-turn agent reinforcement learning…
arXiv Artificial IntelligenceTransformers Struggle to Use Their Emergent World Models: Revisiting the Tower of Hanoi, and the Illusion of Thinking
arXiv:2608.07077v1 Announce Type: new Abstract: The Tower of Hanoi is a simple planning puzzle that in prior…
arXiv Artificial IntelligenceMemOPD: On-Policy Distillation through Memory State Alignment for Long-Horizon Agents
arXiv:2608.07068v1 Announce Type: new Abstract: Long-horizon agents accumulate growing contexts during…
arXiv Artificial IntelligenceDocMemo: Dynamic Evidence Discovery via Probabilistic Memory-Guided Retrieval for Multi-Modal Document Understanding
arXiv:2608.07067v1 Announce Type: new Abstract: Long-document understanding requires locating sparse and…
arXiv Artificial IntelligencePTQ4SNN: Membrane-Aware Post-Training Quantization for Spiking Neural Networks
arXiv:2608.07066v1 Announce Type: new Abstract: Spiking neural networks (SNNs) enable sparse and event-driven…
arXiv Artificial IntelligenceBONSAI: Evolvability-Guided Tree Search over Skills
arXiv:2608.07056v1 Announce Type: new Abstract: A skill is a naturallanguage document that steers a frozen…
arXiv Artificial IntelligenceUnsupervised Adaptation of PDE Foundation Models
arXiv:2608.07053v1 Announce Type: new Abstract: Pretrained partial differential equation (PDE) foundation…
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