diff --git a/CHANGELOG.md b/CHANGELOG.md
index fe25e195..dfb2616e 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -8,6 +8,8 @@ changelog does not include internal changes that do not affect the user.
 
 ## [Unreleased]
 
+## [0.18.0] - 2026-10-08
+
 ### Added
 
 - Added `PCD` and `PCDWeighting` from [Not All Objectives Are Born Equal: Priority-Constrained
diff --git a/README.md b/README.md
index b348d16c..40468f77 100644
--- a/README.md
+++ b/README.md
@@ -192,6 +192,7 @@ TorchJD provides many existing aggregators from the literature, listed in the fo
 | [MGDA](https://torchjd.org/stable/docs/aggregation/mgda#torchjd.aggregation.MGDA) | [MGDAWeighting](https://torchjd.org/stable/docs/aggregation/mgda#torchjd.aggregation.MGDAWeighting) | [Multiple-gradient descent algorithm (MGDA) for multiobjective optimization](https://comptes-rendus.academie-sciences.fr/mathematique/articles/10.1016/j.crma.2012.03.014/) |
 | - | [MoDoWeighting](https://torchjd.org/stable/docs/aggregation/modo/#torchjd.aggregation.MoDoWeighting) | [Three-Way Trade-Off in Multi-Objective Learning: Optimization, Generalization and Conflict-Avoidance](https://www.jmlr.org/papers/volume25/23-1287/23-1287.pdf) |
 | [NashMTL](https://torchjd.org/stable/docs/aggregation/nash_mtl#torchjd.aggregation.NashMTL) | - | [Multi-Task Learning as a Bargaining Game](https://arxiv.org/pdf/2202.01017) |
+| [PCD](https://torchjd.org/stable/docs/aggregation/pcd#torchjd.aggregation.PCD) | [PCDWeighting](https://torchjd.org/stable/docs/aggregation/pcd#torchjd.aggregation.PCDWeighting) | [Not All Objectives Are Born Equal: Priority-Constrained Descent for Hierarchical Multi-Objective Optimization](https://openreview.net/forum?id=HT01yGHLEt) |
 | [PCGrad](https://torchjd.org/stable/docs/aggregation/pcgrad#torchjd.aggregation.PCGrad) | [PCGradWeighting](https://torchjd.org/stable/docs/aggregation/pcgrad#torchjd.aggregation.PCGradWeighting) | [Gradient Surgery for Multi-Task Learning](https://arxiv.org/pdf/2001.06782) |
 | [Random](https://torchjd.org/stable/docs/aggregation/random#torchjd.aggregation.Random) | [RandomWeighting](https://torchjd.org/stable/docs/aggregation/random#torchjd.aggregation.RandomWeighting) | [Reasonable Effectiveness of Random Weighting: A Litmus Test for Multi-Task Learning](https://arxiv.org/pdf/2111.10603) |
 | - | [SDMGradWeighting](https://torchjd.org/stable/docs/aggregation/sdmgrad#torchjd.aggregation.SDMGradWeighting) | [Direction-oriented Multi-objective Learning: Simple and Provable Stochastic Algorithms](https://arxiv.org/pdf/2305.18409) |
diff --git a/pyproject.toml b/pyproject.toml
index 87ca96d1..872397bb 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -4,7 +4,7 @@ build-backend = "setuptools.build_meta"
 
 [project]
 name = "torchjd"
-version = "0.17.1"
+version = "0.18.0"
 description = "Library for Jacobian Descent with PyTorch."
 readme = "README.md"
 authors = [