UBP2: Uncertainty-Balanced Preference Planning for Efficient Preference-based Reinforceme…
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Noticias de IA
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Essential Subspace Merging for Multi-Task Learning
The Optimal Token Baseline: Variance Reduction for Long-Horizon LLM-RL
Chain-of-Goals Hierarchical Policy for Long-Horizon Offline Goal-Conditioned RL
When Does a Video-Language Model Stop Watching? Reward Strength Controls the Formation an…
Sycophantic AI makes human interaction feel more effortful and less satisfying over time
Enhancing RL Generalizability in Robotics through SHAP Analysis of Algorithms and Hyperpa…
Can Reasoning Models Detect Changes to their Chains of Thought?
Geometry-Aware Online Scheduling for LLM Serving: From Theoretical Bound to System Practi…
MemSifter: Offloading LLM Memory Retrieval via Outcome-Driven Proxy Reasoning
GAC: Stabilizing Asynchronous RL Training for LLMs via Gradient Alignment Control
CQD-SHAP: Explainable Complex Query Answering via Shapley Values
Learning Bug Context for PyTorch-to-JAX Translation with LLMs
GyroSwin: 5D Surrogates for Gyrokinetic Plasma Turbulence Simulations
Predictive Feature Caching for Training-free Acceleration of Molecular Geometry Generation
A Robust Framework for Secure Cardiovascular Risk Prediction: An Architectural Case Study…
ARIA: A Causal-Aware Framework for Rescuing LLM Reasoning in Trustworthy Materials Discov…
Mask2Flow-TSE: Two-Stage Target Speaker Extraction with Masking and Flow Matching
Beyond Relevance: On the Relationship Between Retrieval and RAG Information Coverage
Distributional Regression with Tabular Foundation Models: Evaluating Probabilistic Predic…
MetaPS: Adaptive Programmatic Strategy Selection for Market Agents
Measuring Intent Comprehension in LLMs
From Empirical Evaluation to Context-Aware Enhancement: Repairing Regression Errors with …
"Is This Really a Human Peer Supporter?": Misalignments Between Peer Supporters and Exper…
Towards Adaptive Categories: Dimensional Governance for Agentic AI
Adaptive GoGI-Skip: Coupling Goal-Gradient Importance with Dynamic Uncertainty for Effici…
Efficient Traffic State Prediction With Dynamic Joint Spatio-Temporal Relation Inference
Revisiting Text Ranking in Deep Research
Fine-Grained Uncertainty Quantification for Long-Form Language Model Outputs: A Comparati…
ALOE: Action-Level Off-Policy Evaluation for Vision-Language-Action Model Post-Training