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upvoted a paper 18 days ago

Single-Rollout Asynchronous Optimization for Agentic Reinforcement Learning

Paper • 2607.07508 • Published 22 days ago • 26

upvoted a paper 23 days ago

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

Paper • 2606.29526 • Published Jun 28 • 170

upvoted a paper about 1 month ago

Speaking the Language of Science: Toward a General-Purpose Generative Foundation Model for the Natural Sciences

Paper • 2606.16905 • Published Jun 15 • 7

upvoted 2 papers about 2 months ago

KVarN: Variance-Normalized KV-Cache Quantization Mitigates Error Accumulation in Reasoning Tasks

Paper • 2606.03458 • Published Jun 2 • 69

Balancing Fidelity and Diversity in Diffusion Models via Symmetric Attention Decomposition: Hopfield Perspective

Paper • 2605.27476 • Published May 26 • 20

upvoted 3 papers 2 months ago

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

Paper • 2605.28816 • Published May 27 • 433

GQLA: Group-Query Latent Attention for Hardware-Adaptive Large Language Model Decoding

Paper • 2605.15250 • Published May 14 • 14

From Web to Pixels: Bringing Agentic Search into Visual Perception

Paper • 2605.12497 • Published May 12 • 14

upvoted 2 papers 3 months ago

V-GRPO: Online Reinforcement Learning for Denoising Generative Models Is Easier than You Think

Paper • 2604.23380 • Published Apr 25 • 4

What Makes an LLM a Good Optimizer? A Trajectory Analysis of LLM-Guided Evolutionary Search

Paper • 2604.19440 • Published Apr 21 • 5

upvoted 5 papers 4 months ago

Adam's Law: Textual Frequency Law on Large Language Models

Paper • 2604.02176 • Published Apr 2 • 510

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

Paper • 2604.02721 • Published Apr 3 • 639

LatentUM: Unleashing the Potential of Interleaved Cross-Modal Reasoning via a Latent-Space Unified Model

Paper • 2604.02097 • Published Apr 2 • 32

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

Paper • 2603.28032 • Published Mar 30 • 344

InCoder-32B: Code Foundation Model for Industrial Scenarios

Paper • 2603.16790 • Published Mar 17 • 312

upvoted 5 papers 5 months ago

Bootstrapping Exploration with Group-Level Natural Language Feedback in Reinforcement Learning

Paper • 2603.04597 • Published Mar 4 • 211

Heterogeneous Agent Collaborative Reinforcement Learning

Paper • 2603.02604 • Published Mar 3 • 199

From Blind Spots to Gains: Diagnostic-Driven Iterative Training for Large Multimodal Models

Paper • 2602.22859 • Published Feb 26 • 150

A Very Big Video Reasoning Suite

Paper • 2602.20159 • Published Feb 23 • 526

Does Your Reasoning Model Implicitly Know When to Stop Thinking?

Paper • 2602.08354 • Published Feb 9 • 267