FIPO: Eliciting Deep Reasoning with Future-KL Influenced Policy Optimization Paper • 2603.19835 • Published 13 days ago • 299
WildWorld: A Large-Scale Dataset for Dynamic World Modeling with Actions and Explicit State toward Generative ARPG Paper • 2603.23497 • Published 9 days ago • 90
Omni-WorldBench: Towards a Comprehensive Interaction-Centric Evaluation for World Models Paper • 2603.22212 • Published 10 days ago • 124
HopChain: Multi-Hop Data Synthesis for Generalizable Vision-Language Reasoning Paper • 2603.17024 • Published 16 days ago • 106
ProRL Agent: Rollout-as-a-Service for RL Training of Multi-Turn LLM Agents Paper • 2603.18815 • Published 14 days ago • 14
Nemotron-Cascade 2: Post-Training LLMs with Cascade RL and Multi-Domain On-Policy Distillation Paper • 2603.19220 • Published 14 days ago • 64
MiroThinker-1.7 & H1: Towards Heavy-Duty Research Agents via Verification Paper • 2603.15726 • Published 17 days ago • 184
EvoScientist: Towards Multi-Agent Evolving AI Scientists for End-to-End Scientific Discovery Paper • 2603.08127 • Published 24 days ago • 15
IndexCache: Accelerating Sparse Attention via Cross-Layer Index Reuse Paper • 2603.12201 • Published 21 days ago • 52
view article Article Keep the Tokens Flowing: Lessons from 16 Open-Source RL Libraries +7 23 days ago • 91
MM-Zero: Self-Evolving Multi-Model Vision Language Models From Zero Data Paper • 2603.09206 • Published 23 days ago • 52
AgentVista: Evaluating Multimodal Agents in Ultra-Challenging Realistic Visual Scenarios Paper • 2602.23166 • Published Feb 26 • 44
Heterogeneous Agent Collaborative Reinforcement Learning Paper • 2603.02604 • Published about 1 month ago • 191