diff --git a/pkgs/development/python-modules/torchrl/default.nix b/pkgs/development/python-modules/torchrl/default.nix
index fdc32563e15e..7a8f43834926 100644
--- a/pkgs/development/python-modules/torchrl/default.nix
+++ b/pkgs/development/python-modules/torchrl/default.nix
@@ -75,14 +75,15 @@
 
 buildPythonPackage (finalAttrs: {
   pname = "torchrl";
-  version = "0.11.1";
+  version = "0.13.1";
   pyproject = true;
+  __structuredAttrs = true;
 
   src = fetchFromGitHub {
     owner = "pytorch";
     repo = "rl";
     tag = "v${finalAttrs.version}";
-    hash = "sha256-1S/A9zb6hlRYIV8Jf1lQ31TzxuA16lDiQHTu+Y6WSQk=";
+    hash = "sha256-S0jfngqmRQwIVGHM72KUnp/TlR2js+QLRpsX6abiv84=";
   };
 
   postPatch = ''