diff --git a/src/storm/utility/constants.cpp b/src/storm/utility/constants.cpp
index fdaa62a51..a5e1c14f5 100644
--- a/src/storm/utility/constants.cpp
+++ b/src/storm/utility/constants.cpp
@@ -258,7 +258,8 @@ namespace storm {
         
         template<typename ValueType>
         ValueType round(ValueType const& number) {
-            return std::round(number);
+            // Rounding towards infinity
+            return floor<ValueType >(number + storm::utility::convertNumber<ValueType>(0.5));
         }
         
         template<typename ValueType>
@@ -422,11 +423,6 @@ namespace storm {
             return carl::ceil(number);
         }
         
-        template<>
-        ClnRationalNumber round(storm::ClnRationalNumber const& number) {
-            return carl::round(number);
-        }
-        
         template<>
         ClnRationalNumber log(ClnRationalNumber const& number) {
             return carl::log(number);
@@ -620,11 +616,6 @@ namespace storm {
             return carl::ceil(number);
         }
         
-        template<>
-        GmpRationalNumber round(storm::GmpRationalNumber const& number) {
-            return carl::round(number);
-        }
-        
         template<>
         GmpRationalNumber log(GmpRationalNumber const& number) {
             return carl::log(number);
@@ -991,6 +982,7 @@ namespace storm {
         template storm::ClnRationalNumber maximum(std::vector<storm::ClnRationalNumber> const&);
         template storm::ClnRationalNumber max(storm::ClnRationalNumber const& first, storm::ClnRationalNumber const& second);
         template storm::ClnRationalNumber min(storm::ClnRationalNumber const& first, storm::ClnRationalNumber const& second);
+        template storm::ClnRationalNumber round(storm::ClnRationalNumber const& number);
         template std::string to_string(storm::ClnRationalNumber const& value);
 #endif
 
@@ -1015,6 +1007,7 @@ namespace storm {
         template storm::GmpRationalNumber maximum(std::vector<storm::GmpRationalNumber> const&);
         template storm::GmpRationalNumber max(storm::GmpRationalNumber const& first, storm::GmpRationalNumber const& second);
         template storm::GmpRationalNumber min(storm::GmpRationalNumber const& first, storm::GmpRationalNumber const& second);
+        template storm::GmpRationalNumber round(storm::GmpRationalNumber const& number);
         template std::string to_string(storm::GmpRationalNumber const& value);
 #endif