Papers

• Interactive World Simulator for Robot Policy Training and Evaluation

  Columbia University, Toyota Research Institute, University of Illinois Urbana-Champaign

  Published on: 2026-03-09 10 authors
• STRUCTUREDAGENT: Planning with AND/OR Trees for Long-Horizon Web Tasks

  University of Massachusetts Amherst

  Published on: 2026-03-05 1 author
• SenTSR-Bench: Thinking with Injected Knowledge for Time-Series Reasoning

  The Pennsylvania State University

  Published on: 2026-02-23 1 author
• Perceptive Humanoid Parkour: Chaining Dynamic Human Skills via Motion Matching

  UC Berkeley

  Published on: 2026-02-17 1 author
• SkillsBench: Benchmarking How Well Agent Skills Work Across Diverse Tasks

  Published on: 2026-02-13 1 author
• Visual Foresight for Robotic Stow: A Diffusion-Based World Model from Sparse Snapshots

  Published on: 2026-02-12 1 author
• Iterative Reranking as a Compute-Scaling Method for LLM-based Rankers

  Sapienza University

  Published on: 2026-02-12 1 author
• KG-CRAFT: Knowledge graph-based contrastive reasoning with LLMs for enhancing automated fact-checking

  Universidade Federal Fluminense

  Published on: 2026-02-12 1 author
• Pattern Discovery with Wide-Lens Analysis and Sharp-Focus Validation

  UC Santa Cruz

  Published on: 2026-02-12 1 author
• Autoregressive Image Generation with Masked Bit Modeling

  Published on: 2026-02-09 1 author
• AgentArk: Distilling Multi-Agent Intelligence into a Single LLM Agent

  Carnegie Mellon University

  Published on: 2026-02-03 1 author
• Interpretable Tabular Foundation Models via In-Context Kernel Regression

  Published on: 2026-02-02 1 author
• RFS: Reinforcement Learning with Residual Flow Steering for Dexterous Manipulation

  University of Washington

  Published on: 2026-02-02 1 author
• Differentiable Semantic ID for Generative Recommendation

  University of Glasgow

  Published on: 2026-01-27 1 author
• AnyView: Synthesizing Any Novel View in Dynamic Scenes

  Toyota Research Institute

  Published on: 2026-01-23 1 author
• MMDeepResearch-Bench: A Benchmark for Multimodal Deep Research Agents

  University of California

  Published on: 2026-01-18 1 author
• TerraFormer: Automated Infrastructure-as-Code with LLMs Fine-Tuned via Policy-Guided Verifier Feedback

  Published on: 2026-01-13 1 author
• Internal Representations as Indicators of Hallucinations in Agent Tool Selection

  Published on: 2026-01-08 1 author
• ELLA: Efficient Lifelong Learning for Adapters

  Purdue University

  Published on: 2026-01-05 1 author
• Talk2Move: Reinforcement Learning for Text-Instructed Object-Level Geometric Transformation in Scenes

  Published on: 2026-01-05 1 author
• Journey Before Destination: On the importance of Visual Faithfulness in Slow Thinking

  University of Wisconsin-Madison

  Published on: 2025-12-19 1 author
• Diffusion Language Model Inference with Monte Carlo Tree Search

  Dartmouth College

  Published on: 2025-12-13 1 author
• s3: You Don't Need That Much Data to Train a Search Agent via RL

  University of Illinois Urbana Champaign

  Published on: 2025-11-05 1 author
• A Comprehensive Survey on Reinforcement Learning-based Agentic Search: Foundations, Roles, Optimizations, Evaluations, and Applications

  The Pennsylvania State University

  Published on: 2025-10-27 1 author
• Chronos-2: From Univariate to Universal Forecasting

  University of Freiburg

  Published on: 2025-10-17 1 author
• WebAgent-R1: Training Web Agents via End-to-End Multi-Turn Reinforcement Learning

  University of Virginia

  Published on: 2025-10-08 1 author
• TabArena: A Living Benchmark for Machine Learning on Tabular Data

  University of Freiburg

  Published on: 2025-10-03 1 author
• Amazon Ads Multi-Touch Attribution

  Northwestern University

  Published on: 2025-08-11 1 author
• Establishing Best Practices for Building Rigorous Agentic Benchmarks

  Stanford University

  Published on: 2025-08-07 1 author
• Goedel-Prover-V2: Scaling Formal Theorem Proving with Scaffolded Data Synthesis and Self-Correction

  Princeton University

  Published on: 2025-08-05 1 author
• MAPoRL: Multi-Agent Post-Co-Training for Collaborative Large Language Models with Reinforcement Learning

  MIT

  Published on: 2025-07-12 1 author
• Evaluating the Critical Risks of Amazon’s Nova Premier under the Frontier Model Safety Framework

  Published on: 2025-07-07 1 author
• Steering Your Diffusion Policy with Latent Space Reinforcement Learning

  Published on: 2025-06-25 1 author
• HybGRAG: Hybrid Retrieval-Augmented Generation on Textual and Relational Knowledge Bases

  Carnegie Mellon University

  Published on: 2025-06-02 1 author
• M+: Extending MemoryLLM with Scalable Long-Term Memory

  Published on: 2025-05-30 1 author
• How Does Critical Batch Size Scale in Pre-training?

  Harvard University

  Published on: 2025-04-21 1 author
• A Systematic Survey of Automatic Prompt Optimization Techniques

  Published on: 2025-04-02 1 author
• The Amazon Nova Family of Models: Technical Report and Model Card

  Published on: 2025-03-17 1 author
• Evaluating Nova 2.0 Lite model under Amazon’s Frontier Model Safety Framework

  Published on: 2025-02-27 1 author
• Mind the Gap: Examining the Self-Improvement Capabilities of Large Language Models

  Published on: 2025-02-25 1 author
• Embodied Agent Interface: Benchmarking LLMs for Embodied Decision Making

  Published on: 2025-01-19 1 author
• Retrieval-Augmented Generation with Graphs (GraphRAG)

  Michigan State University

  Published on: 2025-01-08 1 author
• Chronos: Learning the Language of Time Series

  AWS AI Labs

  Published on: 2024-10-04 1 author
• Multimodal Chain-of-Thought Reasoning in Language Models

  Shanghai Jiao Tong University

  Published on: 2024-05-20 1 author
• Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models

  Published on: 2023-06-12 1 author
• AlexaTM 20B: Few-Shot Learning Using a Large-Scale Multilingual Seq2seq Model

  Published on: 2022-08-03 1 author
• Towards Total Recall in Industrial Anomaly Detection

  Tübingen AI Center, University of Tübingen,

  Published on: 2022-05-05 1 author
• DeepAR: Probabilistic Forecasting with Autoregressive Recurrent Networks

  Amazon Research

  Published on: 2019-02-22 1 author
• Deep Sets

  Carnegie Mellon University

  Published on: 2018-04-14 1 author