【MARL】Multi-Agent Transformer Algernon 多智能体强化学习|在读博士生6 人赞同了该文章 论文《Multi-Agent Reinforcement Learning is a Sequence Modeling Problem》来自 NeurIPS 2022。这篇论文主要讨论如何使用 NLP 中如 Transformer 等强大的序列模型(Sequence Models)来解决 MARL 问题。根据HAPPO中的优势分解定理...
Transformer最初是为机器翻译任务设计的(例如输入英文,输出法文)。它保持了一个编码器-解码器结构,其中编码器将输入令牌序列映射到潜在表示,然后解码器以自回归的方式生成所需的输出序列,在推断的每个步骤中,Transformer将所有先前生成的令牌作为输入。 Transformer中最重要的组件之一是缩放点积注意力,它捕获输入序列之间的...
叫我Alonzo就好了:Diffusion Transformer Family:关于Sora和Stable Diffusion 3你需要知道的一切160 赞同 ...
Multi-agent transformerVirtual objectReinforcement learningWith the development of Unmanned Aerial Vehicle (UAV) swarm technology, there has been a growing interest in using Artificial Intelligence (AI) to drive UAV swarms for short-range air combat. However, due to the complexity of situation ...
multiagent在变压器故障诊断中的研究-research on multi agent in transformer fault diagnosis.docx,第1章绪论1.1选题背景及其研究意义电力变压器属于我国电业部门的重要枢纽设备,其正常运行对我国电网的安全、稳定起着至关重要的作用。及早的发现变压器潜伏性故障因素,
embedding = SentenceTransformerEncoder() test_texts = ['Hello world', 'Testing sentence embeddings'] embeddings = embedding.embed_list(test_texts) assert isinstance(embeddings, list) assert len(embeddings) == 2 for e in embeddings: assert len(e) == embedding.get_output_dim() ...
Transformers Agent:Transformers Agent 是一个建立在Transformer存储库上的实验性自然语言API。它包括一组经过策划的工具和一个用来解释自然语言和使用这些工具的Agent。与 AutoGPT类似,它遵循单Agent范式,不支持Agent间的协作。 3.2 Multi-Agent 系统 基于大模型的常见Multi-Agent 系统包括: ...
【强化学习应用51】LieTransformer: Equivariant Self-Attention for Lie Groups ICML 2021 原文传送 原文特色 LieTransformer:李群的等变自注意力 群等变神经网络被用作群不变神经网络的构建块,已被证明可以通过有原则的参数共享来提高泛化性能和数据效率。 这些工作主要集中在组等变卷积上,基于组等变线性映射必然是卷...
We propose a novel framework called Role-based Multi-Agent Transformer (RoMAT), which uses a sequence modeling technique and a role-based actor to enable agents to adapt to different tasks and roles in MASs. RoMAT has a modular model architecture, where backbone networks are shared by all ...
The Industrialisation of a Multi-Agent System for Power Transformer Condition Monitoring The main objective of the paper is to design a monitoring system mounted to the transformer tank by which the condition of its oil is checked .Sensors for each elaborated gas is fitted sending those signals, ...