Embodied-R1.5: Evolving Physical Intelligence via Embodied Foundation Models Paper • 2606.11324 • Published 2 days ago • 5
Verifiable Environments Are LEGO Bricks: Recursive Composition for Reasoning Generalization Paper • 2606.12373 • Published 1 day ago • 5
EvoTrainer: Co-Evolving LLM Policies and Training Harnesses for Autonomous Agentic Reinforcement Learning Paper • 2606.03108 • Published 9 days ago • 7
Breaking Entropy Bounds: Accelerating RL Training via MTP with Rejection Sampling Paper • 2606.12370 • Published 1 day ago • 11
ICA Lens: Interpreting Language Models Without Training Another Dictionary Paper • 2606.11722 • Published 1 day ago • 14
InternVideo3: Agentify Foundation Models with Multimodal Contextual Reasoning Paper • 2606.12195 • Published 1 day ago • 13
Claw-SWE-Bench: A Benchmark for Evaluating OpenClaw-style Agent Harnesses on Coding Tasks Paper • 2606.12344 • Published 1 day ago • 33
ComBench: A Benchmark for Rigorous Proof Reasoning and Constructive Realization in Olympiad-Level Combinatorics Paper • 2606.10479 • Published 2 days ago • 18
World Pilot: Steering Vision-Language-Action Models with World-Action Priors Paper • 2606.12403 • Published 1 day ago • 20
Reason, Then Re-reason: Cross-view Revisiting Improves Spatial Reasoning Paper • 2606.11683 • Published 1 day ago • 24
DeNovoSWE: Scaling Long-Horizon Environments for Generating Entire Repositories from Scratch Paper • 2606.10728 • Published 2 days ago • 26
Beyond Scalar Rewards by Internalizing Reasoning into Score Distributions Paper • 2606.09076 • Published 3 days ago • 43
Agentic Environment Engineering for Large Language Models: A Survey of Environment Modeling, Synthesis, Evaluation, and Application Paper • 2606.12191 • Published 1 day ago • 53
Redesign Mixture-of-Experts Routers with Manifold Power Iteration Paper • 2606.12397 • Published 1 day ago • 62
Your UnEmbedding Matrix is Secretly a Feature Lens for Text Embeddings Paper • 2606.07502 • Published 6 days ago • 86
SPARKLING: Balancing Signal Preservation and Symmetry Breaking for Width-Progressive Learning Paper • 2602.02472 • Published Feb 2 • 47
Coupling Experts and Routers in Mixture-of-Experts via an Auxiliary Loss Paper • 2512.23447 • Published Dec 29, 2025 • 99