MiroEval: Benchmarking Multimodal Deep Research Agents in Process and Outcome Paper • 2603.28407 • Published 7 days ago • 63
FIPO: Eliciting Deep Reasoning with Future-KL Influenced Policy Optimization Paper • 2603.19835 • Published 17 days ago • 319
WildWorld: A Large-Scale Dataset for Dynamic World Modeling with Actions and Explicit State toward Generative ARPG Paper • 2603.23497 • Published 13 days ago • 91
Omni-WorldBench: Towards a Comprehensive Interaction-Centric Evaluation for World Models Paper • 2603.22212 • Published 14 days ago • 125
HopChain: Multi-Hop Data Synthesis for Generalizable Vision-Language Reasoning Paper • 2603.17024 • Published 20 days ago • 107
ProRL Agent: Rollout-as-a-Service for RL Training of Multi-Turn LLM Agents Paper • 2603.18815 • Published 18 days ago • 14
Nemotron-Cascade 2: Post-Training LLMs with Cascade RL and Multi-Domain On-Policy Distillation Paper • 2603.19220 • Published 18 days ago • 66
MiroThinker-1.7 & H1: Towards Heavy-Duty Research Agents via Verification Paper • 2603.15726 • Published 21 days ago • 184
EvoScientist: Towards Multi-Agent Evolving AI Scientists for End-to-End Scientific Discovery Paper • 2603.08127 • Published 28 days ago • 14
IndexCache: Accelerating Sparse Attention via Cross-Layer Index Reuse Paper • 2603.12201 • Published 25 days ago • 52
view article Article Keep the Tokens Flowing: Lessons from 16 Open-Source RL Libraries +7 28 days ago • 107
MM-Zero: Self-Evolving Multi-Model Vision Language Models From Zero Data Paper • 2603.09206 • Published 28 days ago • 52
AgentVista: Evaluating Multimodal Agents in Ultra-Challenging Realistic Visual Scenarios Paper • 2602.23166 • Published Feb 26 • 44