arXiv:2609.06063v1 Announce Type: new Abstract: AI Agents are increasingly deployed in real-world settings, where they interact with external tools and…
Category: AI
Generating Instance Generators in PDDL Planning
arXiv:2609.06071v1 Announce Type: new Abstract: PDDL, the de-facto standard language in the AI Planning community, is designed to specify planning…
Agentic Pressure: The Endogenous Entropy of Reliable Autonomy
arXiv:2609.05995v1 Announce Type: new Abstract: Achieving reliable autonomy in the wild requires agents to sustain continuous operations across…
Generator-Independent Runtime Assurance under Partial Observation
arXiv:2609.06036v1 Announce Type: new Abstract: Proposal-based controllers—learned policies, language-model planners, and other black-box…
DAREBench: Deployment-Aware and Reliable Evaluation of Models as Agents
arXiv:2609.06059v1 Announce Type: new Abstract: As large language models evolve from question-answering systems into general-purpose agents, evaluation…
MOAE: Multi-Objective Agent Evolution with Pareto-Preserving Search
arXiv:2609.05992v1 Announce Type: new Abstract: As LLM-based agents continue to advance, their evaluation has become increasingly multifaceted: a capable…
Beyond Final Decisions: A Process-Centric Benchmark for Transparent AI-Assisted Peer Review
arXiv:2609.05947v1 Announce Type: new Abstract: Peer review is central to quality control in science. However, existing evaluations of AI-assisted peer…
Learning Counterfactual World Models for Embodied Reasoning under Partial Observability
arXiv:2609.05834v1 Announce Type: new Abstract: World models promise a general route to embodied intelligence: learn predictive dynamics once, then…
Multimodal Resource-Exhaustion Attacks on Vision-Language Models via Joint Pixel-Prompt Optimization
arXiv:2609.05889v1 Announce Type: new Abstract: Resource-exhaustion attacks against autoregressive vision-language models (VLMs) typically assume unimodal…
The End of AI Exponentiation: Fluttering Inside and Outside AI Bubble
arXiv:2609.05894v1 Announce Type: new Abstract: The exponentiation of Artificial intelligence (AI) in the recent past has entered a transformative era…