Learning from Fleet Experience: A Collective Learning Paradigm for Robots Paper • 2610.25736 • Published 6 days ago • 130
DLite: History-free Speculative Decoding for Agentic AI Paper • 2610.23787 • Published 9 days ago • 33
TaH2 Collection Improving Test-Time Scaling with Adaptive Looped Transformers • 6 items • Updated 3 days ago • 1
MiMo-V2.6: Scaling Reinforcement Learning Towards Self-Improvement Paper • 2610.11959 • Published 17 days ago • 93
TokenRouter: Efficient Serving System for Token-Level LLM Routing Paper • 2610.12242 • Published 17 days ago • 146
WorldPlay2: Extending Real-Time Interactive World Models in Control and Horizon Paper • 2609.35560 • Published 27 days ago • 31
Learning to Learn from Context: Synthetic Training from Perturbed Public Documents Paper • 2609.33642 • Published 28 days ago • 35
Surprising Success, Repeated Failure: Entropy-Guided Credit Assignment for Exploration in LLM Reasoning Paper • 2609.33781 • Published 28 days ago • 46
Learning Native Reflection in Unified Models with Interleaved Reinforcement Learning Paper • 2609.35767 • Published 27 days ago • 50
Knowing When Thinking Is Not Enough: Teaching Small Reasoning Models to Reason Beyond Their Parametric Knowledge Paper • 2609.34327 • Published 27 days ago • 41
CompoWorld: Compositional Environment Scaling for General Agents Paper • 2609.33665 • Published 28 days ago • 42
EmbodiedMemory-Bench: Benchmarking Embodied Memory for Long-Horizon Embodied Tasks Paper • 2609.28236 • Published Sep 23 • 39
Improving Test-Time Scaling with Adaptive Looped Transformers Paper • 2609.35748 • Published 27 days ago • 63
Benchmark Radar: A Living Database and Search Engine for AI Benchmarks and Evaluation Paper • 2609.11115 • Published Sep 10 • 221
SecOPD: Mitigating Adaptive Prompt Injections by On-Policy Distillation Paper • 2608.21500 • Published Aug 21 • 41
AstraFlow: Dataflow-Oriented Reinforcement Learning for Agentic LLMs Paper • 2605.15565 • Published May 15 • 16
The Latent Space: Foundation, Evolution, Mechanism, Ability, and Outlook Paper • 2604.02029 • Published Apr 2 • 111