Просмотр новости
Найдите то, что Вас интересует
Спутники
РН
SpaceX
Роскосмос
NASA
СпутникиРНSpaceXРоскосмосNASAVision–Language–Action (VLA) models have become a dominant paradigm for generalist robot manipulation, yet most are effectively memoryless: they map the current observation and a language instruction to an action without an explicit mechanism for retaining and reusing information across long-horizon, partially observable episodes. This thesis makes two contributions toward memory-augmented VLA policies. First, we unify three heterogeneous VLA backbones—pi0.5, Cosmos, and DreamZero— under a single BasePolicy interface, so the same evaluation and rollout infrastructure applies uniformly to all three. Second, we introduce DynaMem, an input-level, single-point dynamic memory injection mechanism that augments any backbone behind this interface without modifying its internal architecture or requiring backbone-specific engineering. We evaluate the resulting system with closed-loop rollouts on the RoboMemArena (RMA) benchmark. Preliminary experiments indicate that input-level memory injection...
| # | Наименование новости | Тональность | Информативность | Дата публикации |
|---|---|---|---|---|
| 1 | Towards Deployable On-Device Machine Learning Systems | 0 | 13.04 | 20-07-2026 |
| 2 | Agentic AI Security: Threats, Defenses, Evaluation, and Open Challenges | 0 | 5.62 | 19-03-2026 |
| 3 | A Systematic Review of Prompt Injection Attacks on Large Language Models: Trends, Taxonomy, Evaluation, Defenses, and Opportunities | 0 | 7.3 | 21-01-2026 |
| 4 | Как мы учим гуманоида работать в динамической среде и почему это не так просто, как кажется | 0 | 6.21 | 22-07-2026 |
| 5 | Error Analyses of Auto-Regressive Video Diffusion Models | 0 | 10.61 | 17-08-2026 |
| 6 | A unified large language model–based framework for heterogeneous PV image diagnosis | 0 | 9.5 | 18-08-2026 |
| 7 | From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review | 0 | 7.7 | 01-06-2026 |
| 8 | Hardware-aware framework accelerates large language models without additional training | 0 | 8.57 | 06-08-2026 |
| 9 | NVIDIA Cosmos-H-Dreams: Bringing Real-Time Generative Simulation to Surgical Robotics | -1 | 12.41 | 28-07-2026 |
| 10 | Memori - SQL Native Memory Layer for LLM | 0 | 10 | 27-12-2025 |