diff --git a/pkgs/development/python-modules/hoptorch/default.nix b/pkgs/development/python-modules/hoptorch/default.nix
new file mode 100644
index 000000000000..791367818bd8
--- /dev/null
+++ b/pkgs/development/python-modules/hoptorch/default.nix
@@ -0,0 +1,59 @@
+{
+  lib,
+  stdenv,
+  buildPythonPackage,
+  fetchFromGitHub,
+
+  # tests
+  setuptools,
+
+  # dependencies
+  pyvers,
+  torch,
+
+  # tests
+  llvmPackages,
+  pytestCheckHook,
+}:
+
+buildPythonPackage (finalAttrs: {
+  pname = "hoptorch";
+  version = "0.1.4";
+  pyproject = true;
+  __structuredAttrs = true;
+
+  src = fetchFromGitHub {
+    owner = "vmoens";
+    repo = "hoptorch";
+    tag = "v${finalAttrs.version}";
+    hash = "sha256-rhX81MidgltQ2YQtUdYoK1Qtz7N7x9MpZIKDlZzN+vg=";
+  };
+
+  build-system = [
+    setuptools
+  ];
+
+  dependencies = [
+    pyvers
+    torch
+  ];
+
+  pythonImportsCheck = [ "hoptorch" ];
+
+  checkInputs = lib.optionals stdenv.hostPlatform.isDarwin [
+    # torch._inductor.exc.InductorError: CppCompileError: C++ compile error
+    # fatal error: 'omp.h' file not found
+    llvmPackages.openmp
+  ];
+
+  nativeCheckInputs = [
+    pytestCheckHook
+  ];
+
+  meta = {
+    description = "Small compatibility package for PyTorch higher-order operators";
+    homepage = "https://github.com/vmoens/hoptorch";
+    license = lib.licenses.mit;
+    maintainers = with lib.maintainers; [ GaetanLepage ];
+  };
+})
diff --git a/pkgs/development/python-modules/tensordict/default.nix b/pkgs/development/python-modules/tensordict/default.nix
index fe0b5c0e2abe..16dc8a511930 100644
--- a/pkgs/development/python-modules/tensordict/default.nix
+++ b/pkgs/development/python-modules/tensordict/default.nix
@@ -29,7 +29,7 @@
 
 buildPythonPackage (finalAttrs: {
   pname = "tensordict";
-  version = "0.12.4";
+  version = "0.13.0";
   pyproject = true;
   __structuredAttrs = true;
 
@@ -37,7 +37,7 @@ buildPythonPackage (finalAttrs: {
     owner = "pytorch";
     repo = "tensordict";
     tag = "v${finalAttrs.version}";
-    hash = "sha256-P5Mw3Hi+zOQBdE2O2gk7VI0/y58v0ogmL3Fj1996Gdg=";
+    hash = "sha256-JL6S3Wc9PJbskOPhsr+0QFunZBkMcJCsvhLlz6ggAQ4=";
   };
 
   postPatch = ''
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 = ''
diff --git a/pkgs/top-level/python-packages.nix b/pkgs/top-level/python-packages.nix
index 13f7492df9cb..0b679e3516fd 100644
--- a/pkgs/top-level/python-packages.nix
+++ b/pkgs/top-level/python-packages.nix
@@ -7246,6 +7246,8 @@ self: super: with self; {
 
   hopcroftkarp = callPackage ../development/python-modules/hopcroftkarp { };
 
+  hoptorch = callPackage ../development/python-modules/hoptorch { };
+
   horimote = callPackage ../development/python-modules/horimote { };
 
   horizon-eda = callPackage ../development/python-modules/horizon-eda { inherit (pkgs) horizon-eda; };