From 0dac68f88df4ea8e9f020cbf6b153e8642fc5da9 Mon Sep 17 00:00:00 2001
From: Luca Domeniconi <34924739+liuktc@users.noreply.github.com>
Date: Thu, 15 May 2025 12:21:25 +0200
Subject: [PATCH] small fix to _cooperative_robotics.tex

---
 .../sections/_cooperative_robotics.tex                        | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/src/year2/distributed-autonomous-systems/sections/_cooperative_robotics.tex b/src/year2/distributed-autonomous-systems/sections/_cooperative_robotics.tex
index 0b3d8e5..80a1a11 100644
--- a/src/year2/distributed-autonomous-systems/sections/_cooperative_robotics.tex
+++ b/src/year2/distributed-autonomous-systems/sections/_cooperative_robotics.tex
@@ -42,7 +42,7 @@
         where:
         \begin{itemize}
             \item $\z = (\z_1, \dots, \z_N)$ with $\z_i \in \mathbb{R}^{n_i}$,
-            \item $l_i: \mathbb{R}^{n_i} \rightarrow \mathbb{R}^d$ is the loss function of the agent $i$,
+            \item $l_i: \mathbb{R}^{n_i} \times \mathbb{R}^d \rightarrow \mathbb{R}$ is the loss function of the agent $i$,
             \item $\sigma(\z)$ is an aggregation function generically defined as $\sigma(\z) = \frac{1}{N} \sum_{i=1}^{N} \phi_i(\z_i)$, for some $\phi_i: \mathbb{R}^{n_i} \rightarrow \mathbb{R}^d$
         \end{itemize}
 
@@ -176,4 +176,4 @@
             \end{aligned}
         \]
         where $P_{Z_i^k}$ is the Euclidean projection and $\delta \in (0, 1)$ is a hyperparameter.
-\end{description}
\ No newline at end of file
+\end{description}