From b3665df8a75f1ff18702cc123c19fe7fac9966d4 Mon Sep 17 00:00:00 2001
From: Francesco Capuano <74058581+fracapuano@users.noreply.github.com>
Date: Wed, 22 Jan 2025 22:09:41 +0100
Subject: [PATCH] very minor typo correction

---
 docs/Algorithms/QLearning.md | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/docs/Algorithms/QLearning.md b/docs/Algorithms/QLearning.md
index ce907ee0..390cc236 100644
--- a/docs/Algorithms/QLearning.md
+++ b/docs/Algorithms/QLearning.md
@@ -2,7 +2,7 @@
 
 Pure JAX implementations of:
 
-* PQN-VDN (Prallelised Q-Network)
+* PQN-VDN (Parallelised Q-Network)
 * IQL (Independent Q-Learners)
 * VDN (Value Decomposition Network)
 * QMIX
@@ -83,4 +83,4 @@ Take a look at [`config.yaml`](./config/config.yaml) for the default configurati
 
 ## 🎯 Hyperparameter tuning
 
-All the scripts include a tune function to perform hyperparameter tuning. To use it, set `"HYP_TUNE": True` in the `config.yaml` and set the hyperparameters spaces in the tune function. For more information, check [wandb documentation](https://docs.wandb.ai/guides/sweeps).
\ No newline at end of file
+All the scripts include a tune function to perform hyperparameter tuning. To use it, set `"HYP_TUNE": True` in the `config.yaml` and set the hyperparameters spaces in the tune function. For more information, check [wandb documentation](https://docs.wandb.ai/guides/sweeps).