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OmniGameArena: A Unified UE5 Benchmark for VLM Game Agents with Improvement Dynamics

 🤖Game AI  Content type: Academic
arxiv.org·

Generalized Rank-based Evaluation for Knowledge Graph Completion: Perspectives, Framework, and Analyses

 🔍Information Retrieval  Content type: Academic
arxiv.org·

Distributional Approximate Nearest Neighbour Search for Uncertainty-Aware Retrieval

 🔍Information Retrieval  Content type: Academic
arxiv.org·

Bridging Short Videos and Live Streams: Reasoning-Guided Multimodal LLMs for Cross-Domain Representation Learning

 🔍Information Retrieval  Content type: Academic
arxiv.org·

MASS: Deep Research for Social Sciences with Memory-Augmented Social Simulation

 🎨Generative AI  Content type: Academic
arxiv.org·

S2A3: Thompson Sampling and Stochastic Exposure Control for High-Stakes CATs

 📊Bayesian Statistics  Content type: Academic
arxiv.org·

Beyond Item IDs: Scaling Short-Form-Video Recommendation via Semantic-Native Long Sequence Modeling

 Transformers  Content type: Academic
arxiv.org·

Food-R1: A Unified Multi-Task Food Vision-Language Model with Reinforcement Learning

 🎛️Fine-tuning  Content type: Academic
arxiv.org·

AbstRAG: Learning to Abstract for Retrieval Problems

 🔍Information Retrieval  Content type: Academic
arxiv.org·

SG-OPD: Sign-Gated On-Policy Distillation via Sign-Consistency Gating and Phased Teacher Sampling

 🎮Reinforcement Learning  Content type: Academic
arxiv.org·

SocialCoach: Personalized Social Skill Learning with RL-based Agentic Tutoring and Practice

 🎮Reinforcement Learning  Content type: Academic
arxiv.org·

VideoSEG-O3: A Multi-turn Reinforcement Learning Framework for Reasoning Video Object Segmentation

 🎮Reinforcement Learning  Content type: Academic
arxiv.org·

AlloSpatial: Agentic Harness Framework for Spatial Reasoning in Foundation Models

 🎮Reinforcement Learning  Content type: Academic
arxiv.org·

MLEvolve: A Self-Evolving Framework for Automated Machine Learning Algorithm Discovery

 🤖Machine Learning  Content type: Academic
arxiv.org·

Gradient descent at the Edge of Stability: free energy model and kinetic description of the two-layer network

 🧠Neural Networks  Content type: Academic
arxiv.org·

Learning Visual Spatial Planning from Symbolic State via Modality-Gap-Aware Self-Distillation

 👁️Computer Vision  Content type: Academic
arxiv.org·

Training-Free Lexical-Dense Fusion for Conversational-Memory Retrieval

 🔍Information Retrieval  Content type: Academic
arxiv.org·

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