arXiv Artificial IntelligenceLeveraging Large Language Models for Causal Discovery: a Constraint-based, Argumentation-driven Approach
arXiv:2602.16481v2 Announce Type: replace Abstract: Causal discovery seeks to uncover causal relations from…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceSituation Graph Prediction for User Perspective Modeling
arXiv:2602.13319v2 Announce Type: replace Abstract: Perspective-aware AI requires modeling evolving internal…
arXiv Artificial IntelligenceOn The Statistical Limits of Self-Improving Agents
arXiv:2510.04399v3 Announce Type: replace Abstract: We develop a learning-theoretic framework for analyzing…
arXiv Artificial IntelligenceMultiplayer Nash Preference Optimization
arXiv:2509.23102v4 Announce Type: replace Abstract: Reinforcement learning from human feedback (RLHF) has…
arXiv Artificial IntelligenceClosing a 17-Year Gap: Algorithmic Detection and Empirical Prevalence of Rank Reversal in Multi-Criteria Decision Analysis
arXiv:2508.00129v2 Announce Type: replace Abstract: Rank Reversal, where the relative order of alternatives…
arXiv Artificial IntelligenceGAM-Agent: Game-Theoretic and Uncertainty-Aware Collaboration for Complex Visual Reasoning
arXiv:2505.23399v2 Announce Type: replace Abstract: We propose GAM-Agent, a game-theoretic multi-agent…
arXiv Artificial IntelligenceRepresentation and Invariance in Reinforcement Learning
arXiv:2112.07752v5 Announce Type: replace Abstract: Researchers have formalized reinforcement learning (RL)…
arXiv Artificial IntelligenceSurgical WAM: A World-Action Model for Data-Efficient Surgical Robot Learning
arXiv:2608.11204v1 Announce Type: cross Abstract: Learning reliable surgical manipulation policies is…
arXiv Artificial IntelligenceConVAWG: A Retrieval-Grounded Framework for Controlled Synthetic Dialogue Generation in Violence Against Women and Girls
arXiv:2608.11200v1 Announce Type: cross Abstract: Synthetic dialogue generation offers a way to study…
arXiv Artificial IntelligenceTest-Time Self-Evolving GUI Visual Grounding via Reflection-Guided On-Policy Self-Distillation
arXiv:2608.11191v1 Announce Type: cross Abstract: GUI Visual Grounding is a fundamental capability for GUI…
arXiv Artificial IntelligenceFrom Interpretability to Control: Insights from Six Years of the TrustNLP Workshop
arXiv:2608.11171v1 Announce Type: cross Abstract: The Workshop on Trustworthy Natural Language Processing…
arXiv Artificial IntelligenceAttention-Path Fragility as an Uncertainty Signal in Large Language Models
arXiv:2608.11138v1 Announce Type: cross Abstract: We propose that a model's uncertainty about a token is…
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