arXiv:2606.08151v3 Announce Type: replace Abstract: Modern large language model (LLM) agents do not simply need longer contexts; they need…
Category: AI
Alibaba Cloud, Cambricon Join PyTorch Foundation, Ant Group Takes Gold Seat
The PyTorch Foundation said Alibaba Cloud and Cambricon have joined as Platinum members and Ant Group has joined as a Gold member, a grouping the…
SkillRevise: Improving LLM-Authored Agent Skills via Trace-Conditioned Skill Revision
arXiv:2606.01139v4 Announce Type: replace Abstract: Agent skills are procedural artifacts that enable LLM agents to execute workflows, verify constraints,…
MemMA: Coordinating the Memory Cycle through Multi-Agent Reasoning and In-Situ Self-Evolution
arXiv:2603.18718v2 Announce Type: replace Abstract: Memory-augmented LLM agents maintain external memory banks to support long-horizon interaction, yet…
MemCoRe: Recovering Evidence from Progressively Compressed Factual Knowledge for Agent Memory
arXiv:2602.07885v3 Announce Type: replace Abstract: Memory systems enable LLM agents to consolidate and retrieve relevant evidence from the factual…
RL-VLA$^3$: A Flexible and Asynchronous Reinforcement Learning Framework for VLA Training
arXiv:2602.05765v3 Announce Type: replace Abstract: Reinforcement learning (RL) has emerged as a critical paradigm for post-training…
OR-Agent: Bridging Evolutionary Search and Structured Research for Automated Heuristic Design
arXiv:2602.13769v4 Announce Type: replace Abstract: Automating heuristic design in complex, experiment-driven domains requires more than iterative…
The Struggle Between Continuation and Refusal: A Mechanistic Analysis of the Continuation-Triggered Jailbreak in LLMs
arXiv:2603.08234v2 Announce Type: replace Abstract: With the rapid advancement of large language models (LLMs), the safety of LLMs has become a critical…
A Survey on Semantic Modeling for Building Energy Management
arXiv:2404.11716v4 Announce Type: replace Abstract: Building Energy Management (BEM) is central to reducing energy use and CO2 emissions in the building…
Quality-diversity in dissimilarity spaces
arXiv:2211.12337v4 Announce Type: replace Abstract: The theory of magnitude provides a mathematical framework for quantifying and maximizing diversity. We…