diff --git a/docs/source/api/agents/ddpg.rst b/docs/source/api/agents/ddpg.rst
index 9792723b..461fda20 100644
--- a/docs/source/api/agents/ddpg.rst
+++ b/docs/source/api/agents/ddpg.rst
@@ -237,8 +237,8 @@ Support for advanced features is described in the next table
       - .. centered:: :math:`\blacksquare`
       - .. centered:: :math:`\square`
     * - Distributed
-      - \-
-      - .. centered:: :math:`\square`
+      - Single Program Multi Data (SPMD) multi-GPU
+      - .. centered:: :math:`\blacksquare`
       - .. centered:: :math:`\square`
 
 .. raw:: html
diff --git a/docs/source/api/agents/ddqn.rst b/docs/source/api/agents/ddqn.rst
index 20e7534f..f2ac0029 100644
--- a/docs/source/api/agents/ddqn.rst
+++ b/docs/source/api/agents/ddqn.rst
@@ -185,8 +185,8 @@ Support for advanced features is described in the next table
       - .. centered:: :math:`\square`
       - .. centered:: :math:`\square`
     * - Distributed
-      - \-
-      - .. centered:: :math:`\square`
+      - Single Program Multi Data (SPMD) multi-GPU
+      - .. centered:: :math:`\blacksquare`
       - .. centered:: :math:`\square`
 
 .. raw:: html
diff --git a/docs/source/api/agents/dqn.rst b/docs/source/api/agents/dqn.rst
index 574e6569..ed196366 100644
--- a/docs/source/api/agents/dqn.rst
+++ b/docs/source/api/agents/dqn.rst
@@ -185,8 +185,8 @@ Support for advanced features is described in the next table
       - .. centered:: :math:`\square`
       - .. centered:: :math:`\square`
     * - Distributed
-      - \-
-      - .. centered:: :math:`\square`
+      - Single Program Multi Data (SPMD) multi-GPU
+      - .. centered:: :math:`\blacksquare`
       - .. centered:: :math:`\square`
 
 .. raw:: html
diff --git a/docs/source/api/agents/sac.rst b/docs/source/api/agents/sac.rst
index 882fcabf..2c17fc3a 100644
--- a/docs/source/api/agents/sac.rst
+++ b/docs/source/api/agents/sac.rst
@@ -245,8 +245,8 @@ Support for advanced features is described in the next table
       - .. centered:: :math:`\blacksquare`
       - .. centered:: :math:`\square`
     * - Distributed
-      - \-
-      - .. centered:: :math:`\square`
+      - Single Program Multi Data (SPMD) multi-GPU
+      - .. centered:: :math:`\blacksquare`
       - .. centered:: :math:`\square`
 
 .. raw:: html
diff --git a/docs/source/api/agents/td3.rst b/docs/source/api/agents/td3.rst
index c26b7da4..5d54ae4f 100644
--- a/docs/source/api/agents/td3.rst
+++ b/docs/source/api/agents/td3.rst
@@ -259,8 +259,8 @@ Support for advanced features is described in the next table
       - .. centered:: :math:`\blacksquare`
       - .. centered:: :math:`\square`
     * - Distributed
-      - \-
-      - .. centered:: :math:`\square`
+      - Single Program Multi Data (SPMD) multi-GPU
+      - .. centered:: :math:`\blacksquare`
       - .. centered:: :math:`\square`
 
 .. raw:: html