Beyond Natural Language: LLMs Leveraging Alternative Formats for Enhanced Reasoning and Communication Paper • 2402.18439 • Published Feb 28, 2024 • 1
CPMobius: Iterative Coach-Player Reasoning for Data-Free Reinforcement Learning Paper • 2602.02979 • Published Feb 3 • 1
SE-Bench: Benchmarking Self-Evolution with Knowledge Internalization Paper • 2602.04811 • Published Feb 4 • 2
Optima: Optimizing Effectiveness and Efficiency for LLM-Based Multi-Agent System Paper • 2410.08115 • Published Oct 10, 2024 • 8
Democratizing Robot-Use Agents: A Unified Harness with Open Models Paper • 2611.01560 • Published 3 days ago • 44
Democratizing Robot-Use Agents: A Unified Harness with Open Models Paper • 2611.01560 • Published 3 days ago • 44
PACE-Bench: Benchmarking Physics Adaptation via Code Evolution in Dynamic Environments Paper • 2608.14441 • Published Aug 14 • 29
Frontis-MA1: Training an AI4AI Model towards Recursive Self-Improvement in Machine Learning Engineering Paper • 2607.28568 • Published Jul 30 • 150
Rethinking On-Policy Distillation of Large Language Models: Phenomenology, Mechanism, and Recipe Paper • 2604.13016 • Published Apr 14 • 115
P1: Mastering Physics Olympiads with Reinforcement Learning Paper • 2511.13612 • Published Nov 17, 2025 • 128
ACDiT: Interpolating Autoregressive Conditional Modeling and Diffusion Transformer Paper • 2412.07720 • Published Dec 10, 2024 • 30