PrismaCoder: Pushing the Boundaries of Open Multimodal Code Intelligence through Decomposed Rubric Synthesis Paper • 2610.20538 • Published 9 days ago • 48
Agent World Model in the Wild: Computer-Use Agent Environment Synthesis Paper • 2610.26828 • Published 4 days ago • 60
Self-Evolving Coding Agents via Harness-Policy Optimization Paper • 2610.22791 • Published 7 days ago • 49
OSReward: Instituting Standardized Evaluation for Cross-Platform Computer-Use Reward Models Paper • 2607.28609 • Published Jul 30 • 76
OpenWebRL: Demystifying Online Multi-turn Reinforcement Learning for Visual Web Agents Paper • 2606.02031 • Published Jun 1 • 21
LectūraAgents: A Multi-Agent Framework for Adaptive Personalized AI-Assisted Learning and Embodied Teaching Paper • 2606.16428 • Published Jun 15 • 41
Retrospective Harness Optimization: Improving LLM Agents via Self-Preference over Trajectory Rollouts Paper • 2606.05922 • Published Jun 4 • 69
view article Article A Guide to Reinforcement Learning Post-Training for LLMs: PPO, DPO, GRPO, and Beyond karina-zadorozhny • Jan 19 • 58
ExoActor: Exocentric Video Generation as Generalizable Interactive Humanoid Control Paper • 2604.27711 • Published Apr 30 • 40
GUI-Libra: Training Native GUI Agents to Reason and Act with Action-aware Supervision and Partially Verifiable RL Paper • 2602.22190 • Published Feb 25 • 17
GUI-360: A Comprehensive Dataset and Benchmark for Computer-Using Agents Paper • 2511.04307 • Published Nov 6, 2025 • 17
JanusCoder: Towards a Foundational Visual-Programmatic Interface for Code Intelligence Paper • 2510.23538 • Published Oct 27, 2025 • 100
Latent Zoning Network: A Unified Principle for Generative Modeling, Representation Learning, and Classification Paper • 2509.15591 • Published Sep 19, 2025 • 46
SWE-Perf: Can Language Models Optimize Code Performance on Real-World Repositories? Paper • 2507.12415 • Published Jul 16, 2025 • 44
REST: Stress Testing Large Reasoning Models by Asking Multiple Problems at Once Paper • 2507.10541 • Published Jul 14, 2025 • 30
DualTHOR: A Dual-Arm Humanoid Simulation Platform for Contingency-Aware Planning Paper • 2506.16012 • Published Jun 19, 2025 • 22
GUI-Actor: Coordinate-Free Visual Grounding for GUI Agents Paper • 2506.03143 • Published Jun 3, 2025 • 54