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upvoted a paper 2 days ago

The Mirage of Optimizing Training Policies: Monotonic Inference Policies as the Real Objective for LLM Reinforcement Learning

Paper • 2606.29526 • Published 10 days ago • 157

upvoted 2 papers 18 days ago

Looped World Models

Paper • 2606.18208 • Published 22 days ago • 477

The Arbiter Agent: Continually Monitoring Multi-Agent Conversations to Detect Emergent Misalignment

Paper • 2606.10747 • Published 29 days ago • 13

upvoted a paper 20 days ago

Embodied-R1.5: Evolving Physical Intelligence via Embodied Foundation Models

Paper • 2606.11324 • Published 29 days ago • 170

upvoted a paper 23 days ago

OmniDirector: General Multi-Shot Camera Cloning without Cross-Paired Data

Paper • 2606.13432 • Published 27 days ago • 113

upvoted 3 papers about 1 month ago

Gamma-World: Generative Multi-Agent World Modeling Beyond Two Players

Paper • 2605.28816 • Published May 27 • 431

CRONOS: Benchmarking Counterfactual Physical Consistency in Video Models

Paper • 2605.23699 • Published May 22 • 11

Coloring the Noise: Adversarial Sobolev Alignment for Faithful Image Super Resolution

Paper • 2605.23264 • Published May 22 • 7

upvoted 4 papers about 2 months ago

TransitLM: A Large-Scale Dataset and Benchmark for Map-Free Transit Route Generation

Paper • 2605.22355 • Published May 21 • 179

DelTA: Discriminative Token Credit Assignment for Reinforcement Learning from Verifiable Rewards

Paper • 2605.21467 • Published May 20 • 207

Flash-GRPO: Efficient Alignment for Video Diffusion via One-Step Policy Optimization

Paper • 2605.15980 • Published May 15 • 36

IndusAgent: Reinforcing Open-Vocabulary Industrial Anomaly Detection with Agentic Tools

Paper • 2605.20682 • Published May 20 • 85

upvoted a paper 2 months ago

From Context to Skills: Can Language Models Learn from Context Skillfully?

Paper • 2604.27660 • Published May 3 • 171

upvoted 3 papers 3 months ago

SIM1: Physics-Aligned Simulator as Zero-Shot Data Scaler in Deformable Worlds

Paper • 2604.08544 • Published Apr 9 • 16

GrandCode: Achieving Grandmaster Level in Competitive Programming via Agentic Reinforcement Learning

Paper • 2604.02721 • Published Apr 3 • 638

CARLA-Air: Fly Drones Inside a CARLA World -- A Unified Infrastructure for Air-Ground Embodied Intelligence

Paper • 2603.28032 • Published Mar 30 • 344