From 71061a5fa459d51341b408db15c5bf0929776acc Mon Sep 17 00:00:00 2001
From: saidinesh pola <81302966+saidineshpola@users.noreply.github.com>
Date: Fri, 29 Mar 2024 17:23:40 +0530
Subject: [PATCH] Update README.md

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 README.md | 6 ++++--
 1 file changed, 4 insertions(+), 2 deletions(-)

diff --git a/README.md b/README.md
index 095dbdf..2d1c7a3 100644
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@@ -27,9 +27,11 @@ In the "results" folder, you can find the following images:
 3. **Multihead Attention Communication Channel between Agents**:
    - ![Multihead Attention](results/mha_advising_sd.png)
    - Description: This is the communication channel between agents using multihead attention mechanism.
+     
 ## Credits
-1. [nmmo baseline](https://github.com/CarperAI/nmmo-baselines)
-
+1. The foundational work and inspiration for this project came from the [nmmo baseline](https://github.com/CarperAI/nmmo-baselines)
+2. We drew multi head attention communication insights and ideas from the research paper [Is Centralized Training with Decentralized Execution
+Framework Centralized Enough for MARL?](https://arxiv.org/pdf/2305.17352.pdf)