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upvoted a paper 12 days ago

EdgeBench: Unveiling Scaling Laws of Learning from Real-World Environments

Paper • 2607.05155 • Published 18 days ago • 18

upvoted a paper about 1 month ago

Looped World Models

Paper • 2606.18208 • Published Jun 16 • 483

upvoted 2 papers about 2 months ago

MCP-Persona: Benchmarking LLM Agents on Real-World Personal Applications via Environment Simulation

Paper • 2606.02470 • Published Jun 1 • 16

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

Paper • 2605.28816 • Published May 27 • 433

upvoted 8 papers 2 months ago

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

Paper • 2605.21467 • Published May 20 • 207

Perception or Prejudice: Can MLLMs Go Beyond First Impressions of Personality?

Paper • 2605.22109 • Published May 21 • 171

MOCHA: Multi-Objective Chebyshev Annealing for Agent Skill Optimization

Paper • 2605.19330 • Published May 19 • 9

Anti-Self-Distillation for Reasoning RL via Pointwise Mutual Information

Paper • 2605.11609 • Published May 12 • 196

Learning to Foresee: Unveiling the Unlocking Efficiency of On-Policy Distillation

Paper • 2605.11739 • Published May 13 • 61

AutoLLMResearch: Training Research Agents for Automating LLM Experiment Configuration -- Learning from Cheap, Optimizing Expensive

Paper • 2605.11518 • Published May 12 • 4

MAP: A Map-then-Act Paradigm for Long-Horizon Interactive Agent Reasoning

Paper • 2605.13037 • Published May 13 • 8

Chain of Evidence: Pixel-Level Visual Attribution for Iterative Retrieval-Augmented Generation

Paper • 2605.01284 • Published May 2 • 3

upvoted 3 papers 3 months ago

Accelerating RL Post-Training Rollouts via System-Integrated Speculative Decoding

Paper • 2604.26779 • Published Apr 29 • 15

LLaDA2.0-Uni: Unifying Multimodal Understanding and Generation with Diffusion Large Language Model

Paper • 2604.20796 • Published Apr 22 • 243

Improving Semantic Proximity in Information Retrieval through Cross-Lingual Alignment

Paper • 2604.05684 • Published Apr 7 • 10

upvoted 3 papers 4 months ago

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

Paper • 2604.02721 • Published Apr 3 • 639

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

Paper • 2603.28032 • Published Mar 30 • 344

FIPO: Eliciting Deep Reasoning with Future-KL Influenced Policy Optimization

Paper • 2603.19835 • Published Mar 20 • 353