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Deciding which of two agents is stronger means playing games until skill outweighs luck, and every game costs money, ...
Let $H\subseteq\{-1,+1\}^X$ be a class of finite VC dimension $d\ge1$. Writing $L$ for the binary risk and $L^*=\min_...
The use of e-commerce mobile applications is expanding in Nigeria, creating both opportunities and risks, including f...
Electronic health record (EHR) feature engineering is a major bottleneck in clinical research and AI, accounting for ...
Language models increasingly condition their answers on external signals, and a single misleading one can turn a corr...
Multimodal large language models excel at passive perception but struggle with complex visual cognitive tasks requiri...
Unified multimodal retrieval aims to identify candidates that satisfy complex user intent expressed through heterogen...
On-Policy Distillation (OPD) is emerging as a promising alternative to reinforcement learning for LLM post-training, ...
Spatial intelligence is fundamental to embodied agents, yet existing benchmarks focus on local spatial perception fro...
Generating large-scale, freely explorable 3D worlds from open-ended text remains challenging because a system must jo...
Reinforcement learning (RL) with verifiable rewards constructs trajectory-level advantage estimates, yet it often fai...
Training terminal agents requires executable and verifiable tasks that are not merely solvable, but appropriately cha...