arXiv Artificial IntelligencePAIR: Prefix-Aware Internal Reward Model for Multi-Turn Agent Optimization
arXiv:2605.17877v2 Announce Type: replace Abstract: A significant hurdle for current LLMs is the execution of…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceDual-Dimensional Consistency: Balancing Budget and Quality in Adaptive Inference-Time Scaling
arXiv:2605.15100v2 Announce Type: replace Abstract: Large Language Models (LLMs) have demonstrated remarkable…
arXiv Artificial IntelligenceSREGym: A Live Benchmark for AI SRE Agents with High-Fidelity Failure Scenarios
arXiv:2605.07161v3 Announce Type: replace Abstract: AI agents are increasingly used to diagnose and mitigate…
arXiv Artificial IntelligencePEMAND: Persona-Enriched Multi-Agent Negotiation for Household Decision-Making
arXiv:2604.10475v2 Announce Type: replace Abstract: Modeling household-level decisions is central to many…
arXiv Artificial IntelligenceShaping Scientific Explanations to Expert Perspectives with Persona-Conditioned Reinforcement Learning
arXiv:2603.21846v2 Announce Type: replace Abstract: Explainable AI is increasingly important to scientific…
arXiv Artificial IntelligenceRAPiD: Reward-Guided Consistency Distillation of Diffusion Planners for Real-Time Autonomous Driving
arXiv:2602.07339v2 Announce Type: replace Abstract: Diffusion-based trajectory planners can model multi-modal…
arXiv Artificial IntelligenceM3MAD-Bench: Multi-Dimensional Evaluation of Multi-Agent Debate Across Domains and Modalities
arXiv:2601.02854v2 Announce Type: replace Abstract: As an agent-level reasoning and coordination paradigm…
arXiv Artificial IntelligenceMultimodal Reinforcement Learning with Adaptive Verifier for AI Agents
arXiv:2512.03438v3 Announce Type: replace Abstract: Agentic reasoning models trained with multimodal…
arXiv Artificial IntelligenceShall We Play a Game? Language Models for Open-ended Wargames
arXiv:2509.17192v3 Announce Type: replace Abstract: LLM-based social simulations can make a generated…
arXiv Artificial IntelligenceCombining Large Language Models and Symbolic Reasoning for Multi-Robot Temporal Planning through Explainable Knowledge Bases
arXiv:2502.19135v2 Announce Type: replace Abstract: We present PLANTOR, a framework for generating and…
arXiv Artificial IntelligenceSATViz: Real-Time Visualization of Clausal Proofs
arXiv:2209.05838v2 Announce Type: replace Abstract: Visual layouts of graphs representing SAT instances can…
arXiv Artificial IntelligenceThe Theoretical Foundation of Socratic Tests: Dynamic, Multimodal, Conversational Examinations
arXiv:2607.29624v1 Announce Type: cross Abstract: Traditional static assessments rely on a subtractive…
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