Research

Hugging Face Daily Papers4d ago

GlobeBench: Evaluating Text-Based World Model Capabilities for Scalable Environment Simulations

Hugging Face Daily Papers7d ago

AUGUstus: Autonomous Driving VLA Model with Unified Generation and Understanding

Hugging Face Daily Papers3d ago

Scene-Designer: Learning Design Intelligence for Agentic 3D Scene Generation

Hugging Face Daily Papers5d ago

RuleTrek: Benchmarking Agentic Rule Reasoning in Complex Scenarios

Hugging Face Daily Papers6d ago

WAVE-0: Bridging VLA Policies and WAMs with Lightweight Latent Future Prediction

Hugging Face Daily Papers4d ago

OmniVerifier-C1: Decomposed Graded Verifier for Rule-Governed Generative World Modeling

Hugging Face Daily Papers4d ago

Terminal-RSI: Recursive Self-Improving Terminal Agents via Recursive Self-Rewrite and Policy-Refine

Hugging Face Daily Papers4d ago

Waypoint-OPD: Transferring RL-Induced Policy Shifts via Gated On-Policy Distillation

Hugging Face Daily Papers3d ago

DiscoveryRSI: Recursively Learning to Discover Valuable Hypotheses

Hugging Face Daily Papers6d ago

Agent-Reflex: Teaching Language Agents to Act Reflectively

Hugging Face Daily Papers4d ago

CoWorld Reasoner: Agentic Multimodal Reasoning with the Evolving Video World Model-Driven Harness

Hugging Face Daily Papers11d ago

Can AI Agents Learn Their Way to the Top? Evaluating Heuristic Learning in a Long-Running Game Agent Competition

Hugging Face Daily Papers6d ago

DoubtLess: Training-Free Contrastive Decoding for Efficient Reasoning

Hugging Face Daily Papers5d ago

Self-Conditioning Enables Deep Sequential Reasoning in Flow Matching

Hugging Face Daily Papers5d ago

CoTranslator: Reverse to Forward Chain-of-Thought Translator for Reasoning Distillation

Hugging Face Daily Papers5d ago

VASPO: Self-Distillation with Privileged Value Estimation

Hugging Face Daily Papers11d ago

Memento 3: Model-Based Recursive Self-Improvement through Reflective Rulebooks

Hugging Face Daily Papers7d ago

Spectral-Driven Adaptive-Rank Optimizer for Large Language Model Reinforcement Learning with Verifiable Rewards

Hugging Face Daily Papers4d ago

Sci$Π$vot: Benchmarking Principal-Investigator Judgment at Pivotal Moments of Scientific AutoResearch Agents

Hugging Face Daily Papers6d ago

Rubrics from the Task, Verdicts from Evidence: Pointwise Rubric Rewards with Tool-Augmented Judges

Hugging Face Daily Papers10d ago

RSI-Anything: Unlocking Recursive Self-Improvement with World Models

arXiv4d ago

Repair, Retry, and the Cost of Hindsight: Verifier Feedback in Formal Theorem Proving

Hugging Face Daily Papers13d ago

Self-Retrospection Distillation: Turning Post-hoc Experiences into Prior Foresight

Hugging Face Daily Papers7d ago

TPPO: Tracking-Value PPO For Language Model Reasoning

arXiv9d ago

Beyond Imitation: A Framework and Benchmark for LLM-Assisted Peer Review

Hugging Face Daily Papers5d ago

SwarmRSI: Recursive Self-Improvement through Evolving Scientific Agent Swarm

Hugging Face Daily Papers6d ago

Enabling Token-wise Importance Sampling in Off-Policy RLVR with Proximal KL Regularization

arXiv4d ago

Recursive Reward Improvement via Adversarial Meta-Prompt Evolution

Hugging Face Daily Papers5d ago

DeltaStreamer: Towards Human-Like Agentic Streaming Video Understanding

Hugging Face Daily Papers5d ago

Long-Horizon RL Needs Muon

Hugging Face Daily Papers7d ago

Beyond Policy Rollouts: Embedding-Space Directional Exploration with Anchored Noise for LLM RLVR

Hugging Face Daily Papers6d ago

DeltaTTG: Training Multi-Turn Agents with a Token-to-Go Progress Meter

arXiv3d ago

MS-Eval: Benchmarking Sub-Agent Delegation and Orchestration in MCP-Intensive Working Scenarios

Hugging Face Daily Papers6d ago

Failure Recovery via Belief Updates and World Modeling for Long-Horizon Agents

Hugging Face Daily Papers6d ago

Beyond the Verdict: Agentic Code Judging with Verifiable Feedback

Hugging Face Daily Papers11d ago

WorldGuide: Goal-Directed Video World Model for Procedural Task Execution

Hugging Face Daily Papers5d ago

Seeing, Maintaining, and Learning: The Evolution of Multimodal Agent Memory

Hugging Face Daily Papers6d ago

Open-o3-Video-v2: Seek, Ground, and Reason with Verifiable Spatio-Temporal Evidence

Hugging Face Daily Papers7d ago

StartLux-Decision: AutoThink Decision Models with Reinforcement Learning for Calibrated Deliberative Decisions