Feb 12, 2024 · In this work, we introduce the principles of \mathbf{U}nified \mathbf{A}lignment for \mathbf{A}gents (\mathbf{UA}^2), which advocate for the ...
In this work, we introduce the principles of Unified Alignment for Agents (UA2), which advocate for the simultaneous alignment of agents with human intentions, ...
The principles of $\mathbf{UA}^2$ are introduced, which advocate for the simultaneous alignment of agents with human intentions, environmental dynamics, ...
The goal of UA2 is to enhance the awareness of the foundation model agents to their working system, aligning with human intentions, environmental dynamics, and ...
Towards Unified Alignment Between. Agents, Humans, and Environment. Zonghan Yang. Tsinghua University. Page 2. The Prosperity of Agents. Task Solving (Wang et ...
[PDF] Towards Unified Alignment Between Agents, Humans, and Environment
ylwangy.github.io › ICML_2024
The goal of UA2 is to enhance the awareness of the foundation model agents to their working system, aligning with human intentions, environmental dynamics, and ...
By aligning with human intentions, the agents should coordinate with humans through reasoning or experience summarization. · By aligning with environmental ...
Illustrations of the principles of unified alignment with (a) human intentions, (b) environmental dynamics, and (c) self-constraints. The principles of unified ...
Official Implementation of UA^{2}-Agent and other baseline algorithms of Towards Unified Alignment Between Agents, Humans, and Environment.
Position: Towards Unified Alignment Between Agents, Humans, and Environment ... Towards Generalization beyond Pointwise Learning: A Unified Information ...