…cost, two strong general AI-scientist baselines ( ARIS , DeepScientist ) execute partial CFD workflows but lack the domain-specific validity gates needed to convert runs into defensible scientific claims; and a controlled planted…
…UAVs hit connectivity gaps, closed-loop control can't tolerate round-trips, and per-token pricing caps sustained agentic deployments. On-device LLMs hit the opposite wall: compute, memory, capability. This survey…
Papers arxiv:2605.11711 Debiased Model-based Representations for Sample-efficient Continuous Control Published on May 12 Submitted by Jiafei Lyu on May 13 Tencent Hunyuan Authors: , , , Kai Yang , , , , Abstract DR.Q…
…The following papers were recommended by the Semantic Scholar API Push Your Agent: Measuring and Enforcing Quantitative Goal Persistence in Long-Horizon LLM Agents (2026) RubricRefine: Improving Tool-Use Agent Reliability with…
…cost with retrieval: train the policy once, freeze it, and add new tasks at deployment just by appending cheap human-hand demos to a retrieval pool. Get this paper in your agent…
…2026) Hierarchical LLM-Driven Control for HAPS-Assisted UAV Networks: Joint Optimization of Flight and Connectivity (2026) SFG-ROS: A Resource-Aware Framework for Dense Multi-Agent Perception (2026) Roadside LiDAR for…
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…Reza Bayat , , Abstract Tapered language models allocate more parameters to earlier layers and fewer to later layers, improving performance without increasing total parameters or compute costs. Generated by Qwen/Qwen2.5-Coder…
…control branches, or attention and positional-encoding modifications, which often require post-training on large-scale camera-annotated videos. Training-free alternatives avoid such post-training, but often shift the cost to…
…Then use selective verification when explicit checks, bounded retries, auditability, or regression-risk control matter. Get this paper in your agent: hf papers read 2606.19808 Don't have the latest CLI…