diff --git a/src/storm/modelchecker/csl/SparseCtmcCslModelChecker.cpp b/src/storm/modelchecker/csl/SparseCtmcCslModelChecker.cpp
index 52d49815e..3cedc1fab 100644
--- a/src/storm/modelchecker/csl/SparseCtmcCslModelChecker.cpp
+++ b/src/storm/modelchecker/csl/SparseCtmcCslModelChecker.cpp
@@ -37,14 +37,14 @@ namespace storm {
         template<typename CValueType, typename std::enable_if<storm::NumberTraits<CValueType>::SupportsExponential, int>::type>
         bool SparseCtmcCslModelChecker<SparseCtmcModelType>::canHandleImplementation(CheckTask<storm::logic::Formula, CValueType> const& checkTask) const {
             storm::logic::Formula const& formula = checkTask.getFormula();
-            return formula.isInFragment(storm::logic::csrl().setGloballyFormulasAllowed(false).setLongRunAverageRewardFormulasAllowed(true).setLongRunAverageProbabilitiesAllowed(true).setTimeAllowed(true));
+            return formula.isInFragment(storm::logic::csrl().setGloballyFormulasAllowed(false).setLongRunAverageRewardFormulasAllowed(true).setLongRunAverageProbabilitiesAllowed(true).setTimeAllowed(true).setTotalRewardFormulasAllowed(true));
         }
         
         template <typename SparseCtmcModelType>
         template<typename CValueType, typename std::enable_if<!storm::NumberTraits<CValueType>::SupportsExponential, int>::type>
         bool SparseCtmcCslModelChecker<SparseCtmcModelType>::canHandleImplementation(CheckTask<storm::logic::Formula, CValueType> const& checkTask) const {
             storm::logic::Formula const& formula = checkTask.getFormula();
-            return formula.isInFragment(storm::logic::prctl().setGloballyFormulasAllowed(false).setLongRunAverageRewardFormulasAllowed(true).setLongRunAverageProbabilitiesAllowed(true).setTimeAllowed(true));
+            return formula.isInFragment(storm::logic::prctl().setGloballyFormulasAllowed(false).setLongRunAverageRewardFormulasAllowed(true).setLongRunAverageProbabilitiesAllowed(true).setTimeAllowed(true).setTotalRewardFormulasAllowed(true));
         }
         
         template <typename SparseCtmcModelType>
@@ -117,6 +117,12 @@ namespace storm {
             return std::unique_ptr<CheckResult>(new ExplicitQuantitativeCheckResult<ValueType>(std::move(numericResult)));
         }
         
+        template<typename SparseCtmcModelType>
+        std::unique_ptr<CheckResult> SparseCtmcCslModelChecker<SparseCtmcModelType>::computeTotalRewards(Environment const& env, storm::logic::RewardMeasureType, CheckTask<storm::logic::TotalRewardFormula, ValueType> const& checkTask) {
+            std::vector<ValueType> numericResult = storm::modelchecker::helper::SparseCtmcCslHelper::computeTotalRewards(env, storm::solver::SolveGoal<ValueType>(this->getModel(), checkTask), this->getModel().getTransitionMatrix(), this->getModel().getBackwardTransitions(), this->getModel().getExitRateVector(), checkTask.isRewardModelSet() ? this->getModel().getRewardModel(checkTask.getRewardModel()) : this->getModel().getRewardModel(""), checkTask.isQualitativeSet());
+            return std::unique_ptr<CheckResult>(new ExplicitQuantitativeCheckResult<ValueType>(std::move(numericResult)));
+        }
+        
         template <typename SparseCtmcModelType>
         std::unique_ptr<CheckResult> SparseCtmcCslModelChecker<SparseCtmcModelType>::computeLongRunAverageProbabilities(Environment const& env, CheckTask<storm::logic::StateFormula, ValueType> const& checkTask) {
             storm::logic::StateFormula const& stateFormula = checkTask.getFormula();
diff --git a/src/storm/modelchecker/csl/SparseCtmcCslModelChecker.h b/src/storm/modelchecker/csl/SparseCtmcCslModelChecker.h
index 9bf94fe93..5bf4735d0 100644
--- a/src/storm/modelchecker/csl/SparseCtmcCslModelChecker.h
+++ b/src/storm/modelchecker/csl/SparseCtmcCslModelChecker.h
@@ -33,6 +33,7 @@ namespace storm {
             virtual std::unique_ptr<CheckResult> computeCumulativeRewards(Environment const& env, storm::logic::RewardMeasureType rewardMeasureType, CheckTask<storm::logic::CumulativeRewardFormula, ValueType> const& checkTask) override;
             virtual std::unique_ptr<CheckResult> computeInstantaneousRewards(Environment const& env, storm::logic::RewardMeasureType rewardMeasureType, CheckTask<storm::logic::InstantaneousRewardFormula, ValueType> const& checkTask) override;
             virtual std::unique_ptr<CheckResult> computeReachabilityRewards(Environment const& env, storm::logic::RewardMeasureType rewardMeasureType, CheckTask<storm::logic::EventuallyFormula, ValueType> const& checkTask) override;
+            virtual std::unique_ptr<CheckResult> computeTotalRewards(Environment const& env, storm::logic::RewardMeasureType rewardMeasureType, CheckTask<storm::logic::TotalRewardFormula, ValueType> const& checkTask) override;
 
         private:
             template<typename CValueType = ValueType, typename std::enable_if<storm::NumberTraits<CValueType>::SupportsExponential, int>::type = 0>
diff --git a/src/storm/modelchecker/csl/SparseMarkovAutomatonCslModelChecker.cpp b/src/storm/modelchecker/csl/SparseMarkovAutomatonCslModelChecker.cpp
index 74c976fd6..d72503cae 100644
--- a/src/storm/modelchecker/csl/SparseMarkovAutomatonCslModelChecker.cpp
+++ b/src/storm/modelchecker/csl/SparseMarkovAutomatonCslModelChecker.cpp
@@ -89,7 +89,16 @@ namespace storm {
 
             return std::unique_ptr<CheckResult>(new ExplicitQuantitativeCheckResult<ValueType>(std::move(result)));
         }
-                
+        
+        template<typename SparseMarkovAutomatonModelType>
+        std::unique_ptr<CheckResult> SparseMarkovAutomatonCslModelChecker<SparseMarkovAutomatonModelType>::computeTotalRewards(Environment const& env, storm::logic::RewardMeasureType, CheckTask<storm::logic::TotalRewardFormula, ValueType> const& checkTask) {
+            STORM_LOG_THROW(checkTask.isOptimizationDirectionSet(), storm::exceptions::InvalidPropertyException, "Formula needs to specify whether minimal or maximal values are to be computed on nondeterministic model.");
+            STORM_LOG_THROW(this->getModel().isClosed(), storm::exceptions::InvalidPropertyException, "Unable to compute reachability rewards in non-closed Markov automaton.");
+            std::vector<ValueType> result = storm::modelchecker::helper::SparseMarkovAutomatonCslHelper::computeTotalRewards(env, checkTask.getOptimizationDirection(), this->getModel().getTransitionMatrix(), this->getModel().getBackwardTransitions(), this->getModel().getExitRates(), this->getModel().getMarkovianStates(), checkTask.isRewardModelSet() ? this->getModel().getRewardModel(checkTask.getRewardModel()) : this->getModel().getRewardModel(""));
+
+            return std::unique_ptr<CheckResult>(new ExplicitQuantitativeCheckResult<ValueType>(std::move(result)));
+        }
+        
         template<typename SparseMarkovAutomatonModelType>
         std::unique_ptr<CheckResult> SparseMarkovAutomatonCslModelChecker<SparseMarkovAutomatonModelType>::computeLongRunAverageProbabilities(Environment const& env, CheckTask<storm::logic::StateFormula, ValueType> const& checkTask) {
             storm::logic::StateFormula const& stateFormula = checkTask.getFormula();
diff --git a/src/storm/modelchecker/csl/SparseMarkovAutomatonCslModelChecker.h b/src/storm/modelchecker/csl/SparseMarkovAutomatonCslModelChecker.h
index 60cf49d37..3bd557dd4 100644
--- a/src/storm/modelchecker/csl/SparseMarkovAutomatonCslModelChecker.h
+++ b/src/storm/modelchecker/csl/SparseMarkovAutomatonCslModelChecker.h
@@ -24,6 +24,7 @@ namespace storm {
             virtual std::unique_ptr<CheckResult> computeBoundedUntilProbabilities(Environment const& env, CheckTask<storm::logic::BoundedUntilFormula, ValueType> const& checkTask) override;
             virtual std::unique_ptr<CheckResult> computeUntilProbabilities(Environment const& env, CheckTask<storm::logic::UntilFormula, ValueType> const& checkTask) override;
             virtual std::unique_ptr<CheckResult> computeReachabilityRewards(Environment const& env, storm::logic::RewardMeasureType rewardMeasureType, CheckTask<storm::logic::EventuallyFormula, ValueType> const& checkTask) override;
+            virtual std::unique_ptr<CheckResult> computeTotalRewards(Environment const& env, storm::logic::RewardMeasureType rewardMeasureType, CheckTask<storm::logic::TotalRewardFormula, ValueType> const& checkTask) override;
             virtual std::unique_ptr<CheckResult> computeLongRunAverageProbabilities(Environment const& env, CheckTask<storm::logic::StateFormula, ValueType> const& checkTask) override;
             virtual std::unique_ptr<CheckResult> computeLongRunAverageRewards(Environment const& env, storm::logic::RewardMeasureType rewardMeasureType, CheckTask<storm::logic::LongRunAverageRewardFormula, ValueType> const& checkTask) override;
             virtual std::unique_ptr<CheckResult> computeReachabilityTimes(Environment const& env, storm::logic::RewardMeasureType rewardMeasureType, CheckTask<storm::logic::EventuallyFormula, ValueType> const& checkTask) override;
diff --git a/src/storm/modelchecker/csl/helper/SparseCtmcCslHelper.cpp b/src/storm/modelchecker/csl/helper/SparseCtmcCslHelper.cpp
index 99bad8ce1..f888ed1b6 100644
--- a/src/storm/modelchecker/csl/helper/SparseCtmcCslHelper.cpp
+++ b/src/storm/modelchecker/csl/helper/SparseCtmcCslHelper.cpp
@@ -329,6 +329,38 @@ namespace storm {
                 return storm::modelchecker::helper::SparseDtmcPrctlHelper<ValueType>::computeReachabilityRewards(env, std::move(goal), probabilityMatrix, backwardTransitions, totalRewardVector, targetStates, qualitative);
             }
             
+            template <typename ValueType, typename RewardModelType>
+            std::vector<ValueType> SparseCtmcCslHelper::computeTotalRewards(Environment const& env, storm::solver::SolveGoal<ValueType>&& goal, storm::storage::SparseMatrix<ValueType> const& rateMatrix, storm::storage::SparseMatrix<ValueType> const& backwardTransitions, std::vector<ValueType> const& exitRateVector, RewardModelType const& rewardModel, bool qualitative) {
+                STORM_LOG_THROW(!rewardModel.empty(), storm::exceptions::InvalidPropertyException, "Missing reward model for formula. Skipping formula.");
+                
+                storm::storage::SparseMatrix<ValueType> probabilityMatrix = computeProbabilityMatrix(rateMatrix, exitRateVector);
+                
+                std::vector<ValueType> totalRewardVector;
+                if (rewardModel.hasStateRewards()) {
+                    totalRewardVector = rewardModel.getStateRewardVector();
+                    typename std::vector<ValueType>::const_iterator it2 = exitRateVector.begin();
+                    for (typename std::vector<ValueType>::iterator it1 = totalRewardVector.begin(), ite1 = totalRewardVector.end(); it1 != ite1; ++it1, ++it2) {
+                        *it1 /= *it2;
+                    }
+                    if (rewardModel.hasStateActionRewards()) {
+                        storm::utility::vector::addVectors(totalRewardVector, rewardModel.getStateActionRewardVector(), totalRewardVector);
+                    }
+                    if (rewardModel.hasTransitionRewards()) {
+                        storm::utility::vector::addVectors(totalRewardVector, probabilityMatrix.getPointwiseProductRowSumVector(rewardModel.getTransitionRewardMatrix()), totalRewardVector);
+                    }
+                } else if (rewardModel.hasTransitionRewards()) {
+                    totalRewardVector = probabilityMatrix.getPointwiseProductRowSumVector(rewardModel.getTransitionRewardMatrix());
+                    if (rewardModel.hasStateActionRewards()) {
+                        storm::utility::vector::addVectors(totalRewardVector, rewardModel.getStateActionRewardVector(), totalRewardVector);
+                    }
+                } else {
+                    totalRewardVector = rewardModel.getStateActionRewardVector();
+                }
+                
+                RewardModelType dtmcRewardModel(std::move(totalRewardVector));
+                return storm::modelchecker::helper::SparseDtmcPrctlHelper<ValueType>::computeTotalRewards(env, std::move(goal), probabilityMatrix, backwardTransitions, dtmcRewardModel, qualitative);
+            }
+            
             template <typename ValueType>
             std::vector<ValueType> SparseCtmcCslHelper::computeLongRunAverageProbabilities(Environment const& env, storm::solver::SolveGoal<ValueType>&& goal, storm::storage::SparseMatrix<ValueType> const& probabilityMatrix, storm::storage::BitVector const& psiStates, std::vector<ValueType> const* exitRateVector) {
                 
@@ -743,6 +775,8 @@ namespace storm {
             
             template std::vector<double> SparseCtmcCslHelper::computeReachabilityRewards(Environment const& env, storm::solver::SolveGoal<double>&& goal, storm::storage::SparseMatrix<double> const& rateMatrix, storm::storage::SparseMatrix<double> const& backwardTransitions, std::vector<double> const& exitRateVector, storm::models::sparse::StandardRewardModel<double> const& rewardModel, storm::storage::BitVector const& targetStates, bool qualitative);
             
+            template std::vector<double> SparseCtmcCslHelper::computeTotalRewards(Environment const& env, storm::solver::SolveGoal<double>&& goal, storm::storage::SparseMatrix<double> const& rateMatrix, storm::storage::SparseMatrix<double> const& backwardTransitions, std::vector<double> const& exitRateVector, storm::models::sparse::StandardRewardModel<double> const& rewardModel, bool qualitative);
+            
             template std::vector<double> SparseCtmcCslHelper::computeLongRunAverageProbabilities(Environment const& env, storm::solver::SolveGoal<double>&& goal, storm::storage::SparseMatrix<double> const& probabilityMatrix, storm::storage::BitVector const& psiStates, std::vector<double> const* exitRateVector);
             template std::vector<double> SparseCtmcCslHelper::computeLongRunAverageRewards(Environment const& env, storm::solver::SolveGoal<double>&& goal, storm::storage::SparseMatrix<double> const& probabilityMatrix, storm::models::sparse::StandardRewardModel<double> const& rewardModel, std::vector<double> const* exitRateVector);
             template std::vector<double> SparseCtmcCslHelper::computeLongRunAverageRewards(Environment const& env, storm::solver::SolveGoal<double>&& goal, storm::storage::SparseMatrix<double> const& probabilityMatrix, std::vector<double> const& stateRewardVector, std::vector<double> const* exitRateVector);
@@ -772,6 +806,9 @@ namespace storm {
             template std::vector<storm::RationalNumber> SparseCtmcCslHelper::computeReachabilityRewards(Environment const& env, storm::solver::SolveGoal<storm::RationalNumber>&& goal, storm::storage::SparseMatrix<storm::RationalNumber> const& rateMatrix, storm::storage::SparseMatrix<storm::RationalNumber> const& backwardTransitions, std::vector<storm::RationalNumber> const& exitRateVector, storm::models::sparse::StandardRewardModel<storm::RationalNumber> const& rewardModel, storm::storage::BitVector const& targetStates, bool qualitative);
             template std::vector<storm::RationalFunction> SparseCtmcCslHelper::computeReachabilityRewards(Environment const& env, storm::solver::SolveGoal<storm::RationalFunction>&& goal, storm::storage::SparseMatrix<storm::RationalFunction> const& rateMatrix, storm::storage::SparseMatrix<storm::RationalFunction> const& backwardTransitions, std::vector<storm::RationalFunction> const& exitRateVector, storm::models::sparse::StandardRewardModel<storm::RationalFunction> const& rewardModel, storm::storage::BitVector const& targetStates, bool qualitative);
 
+            template std::vector<storm::RationalNumber> SparseCtmcCslHelper::computeTotalRewards(Environment const& env, storm::solver::SolveGoal<storm::RationalNumber>&& goal, storm::storage::SparseMatrix<storm::RationalNumber> const& rateMatrix, storm::storage::SparseMatrix<storm::RationalNumber> const& backwardTransitions, std::vector<storm::RationalNumber> const& exitRateVector, storm::models::sparse::StandardRewardModel<storm::RationalNumber> const& rewardModel, bool qualitative);
+            template std::vector<storm::RationalFunction> SparseCtmcCslHelper::computeTotalRewards(Environment const& env, storm::solver::SolveGoal<storm::RationalFunction>&& goal, storm::storage::SparseMatrix<storm::RationalFunction> const& rateMatrix, storm::storage::SparseMatrix<storm::RationalFunction> const& backwardTransitions, std::vector<storm::RationalFunction> const& exitRateVector, storm::models::sparse::StandardRewardModel<storm::RationalFunction> const& rewardModel, bool qualitative);
+
             template std::vector<storm::RationalNumber> SparseCtmcCslHelper::computeLongRunAverageProbabilities(Environment const& env, storm::solver::SolveGoal<storm::RationalNumber>&& goal, storm::storage::SparseMatrix<storm::RationalNumber> const& probabilityMatrix, storm::storage::BitVector const& psiStates, std::vector<storm::RationalNumber> const* exitRateVector);
             template std::vector<storm::RationalFunction> SparseCtmcCslHelper::computeLongRunAverageProbabilities(Environment const& env, storm::solver::SolveGoal<storm::RationalFunction>&& goal, storm::storage::SparseMatrix<storm::RationalFunction> const& probabilityMatrix, storm::storage::BitVector const& psiStates, std::vector<storm::RationalFunction> const* exitRateVector);
             
diff --git a/src/storm/modelchecker/csl/helper/SparseCtmcCslHelper.h b/src/storm/modelchecker/csl/helper/SparseCtmcCslHelper.h
index 28125c7c9..b6e7b508c 100644
--- a/src/storm/modelchecker/csl/helper/SparseCtmcCslHelper.h
+++ b/src/storm/modelchecker/csl/helper/SparseCtmcCslHelper.h
@@ -44,6 +44,9 @@ namespace storm {
 
                 template <typename ValueType, typename RewardModelType>
                 static std::vector<ValueType> computeReachabilityRewards(Environment const& env, storm::solver::SolveGoal<ValueType>&& goal, storm::storage::SparseMatrix<ValueType> const& rateMatrix, storm::storage::SparseMatrix<ValueType> const& backwardTransitions, std::vector<ValueType> const& exitRateVector, RewardModelType const& rewardModel, storm::storage::BitVector const& targetStates, bool qualitative);
+                
+                template <typename ValueType, typename RewardModelType>
+                static std::vector<ValueType> computeTotalRewards(Environment const& env, storm::solver::SolveGoal<ValueType>&& goal, storm::storage::SparseMatrix<ValueType> const& rateMatrix, storm::storage::SparseMatrix<ValueType> const& backwardTransitions, std::vector<ValueType> const& exitRateVector, RewardModelType const& rewardModel, bool qualitative);
 
                 template <typename ValueType>
                 static std::vector<ValueType> computeLongRunAverageProbabilities(Environment const& env, storm::solver::SolveGoal<ValueType>&& goal, storm::storage::SparseMatrix<ValueType> const& probabilityMatrix, storm::storage::BitVector const& psiStates, std::vector<ValueType> const* exitRateVector);
diff --git a/src/storm/modelchecker/csl/helper/SparseMarkovAutomatonCslHelper.cpp b/src/storm/modelchecker/csl/helper/SparseMarkovAutomatonCslHelper.cpp
index 8eb688d55..6e6a39acf 100644
--- a/src/storm/modelchecker/csl/helper/SparseMarkovAutomatonCslHelper.cpp
+++ b/src/storm/modelchecker/csl/helper/SparseMarkovAutomatonCslHelper.cpp
@@ -583,6 +583,20 @@ namespace storm {
                 return std::move(storm::modelchecker::helper::SparseMdpPrctlHelper<ValueType>::computeUntilProbabilities(env, dir, transitionMatrix, backwardTransitions, phiStates, psiStates, qualitative, false).values);
             }
             
+            template <typename ValueType, typename RewardModelType>
+            std::vector<ValueType> SparseMarkovAutomatonCslHelper::computeTotalRewards(Environment const& env, OptimizationDirection dir, storm::storage::SparseMatrix<ValueType> const& transitionMatrix, storm::storage::SparseMatrix<ValueType> const& backwardTransitions, std::vector<ValueType> const& exitRateVector, storm::storage::BitVector const& markovianStates, RewardModelType const& rewardModel) {
+                
+                // Get a reward model where the state rewards are scaled accordingly
+                std::vector<ValueType> stateRewardWeights(transitionMatrix.getRowGroupCount(), storm::utility::zero<ValueType>());
+                for (auto const markovianState : markovianStates) {
+                    stateRewardWeights[markovianState] = storm::utility::one<ValueType>() / exitRateVector[markovianState];
+                }
+                std::vector<ValueType> totalRewardVector = rewardModel.getTotalActionRewardVector(transitionMatrix, stateRewardWeights);
+                RewardModelType scaledRewardModel(boost::none, std::move(totalRewardVector));
+                
+                return SparseMdpPrctlHelper<ValueType>::computeTotalRewards(env, dir, transitionMatrix, backwardTransitions, scaledRewardModel, false, false).values;
+            }
+            
             template <typename ValueType, typename RewardModelType>
             std::vector<ValueType> SparseMarkovAutomatonCslHelper::computeReachabilityRewards(Environment const& env, OptimizationDirection dir, storm::storage::SparseMatrix<ValueType> const& transitionMatrix, storm::storage::SparseMatrix<ValueType> const& backwardTransitions, std::vector<ValueType> const& exitRateVector, storm::storage::BitVector const& markovianStates, RewardModelType const& rewardModel, storm::storage::BitVector const& psiStates) {
                 
@@ -1020,6 +1034,8 @@ namespace storm {
                 
             template std::vector<double> SparseMarkovAutomatonCslHelper::computeReachabilityRewards(Environment const& env, OptimizationDirection dir, storm::storage::SparseMatrix<double> const& transitionMatrix, storm::storage::SparseMatrix<double> const& backwardTransitions, std::vector<double> const& exitRateVector, storm::storage::BitVector const& markovianStates, storm::models::sparse::StandardRewardModel<double> const& rewardModel, storm::storage::BitVector const& psiStates);
 
+            template std::vector<double> SparseMarkovAutomatonCslHelper::computeTotalRewards(Environment const& env, OptimizationDirection dir, storm::storage::SparseMatrix<double> const& transitionMatrix, storm::storage::SparseMatrix<double> const& backwardTransitions, std::vector<double> const& exitRateVector, storm::storage::BitVector const& markovianStates, storm::models::sparse::StandardRewardModel<double> const& rewardModel);
+
             template std::vector<double> SparseMarkovAutomatonCslHelper::computeLongRunAverageProbabilities(Environment const& env, OptimizationDirection dir, storm::storage::SparseMatrix<double> const& transitionMatrix, storm::storage::SparseMatrix<double> const& backwardTransitions, std::vector<double> const& exitRateVector, storm::storage::BitVector const& markovianStates, storm::storage::BitVector const& psiStates);
                 
             template std::vector<double> SparseMarkovAutomatonCslHelper::computeLongRunAverageRewards(Environment const& env, OptimizationDirection dir, storm::storage::SparseMatrix<double> const& transitionMatrix, storm::storage::SparseMatrix<double> const& backwardTransitions, std::vector<double> const& exitRateVector, storm::storage::BitVector const& markovianStates, storm::models::sparse::StandardRewardModel<double> const& rewardModel);
@@ -1038,6 +1054,8 @@ namespace storm {
                 
             template std::vector<storm::RationalNumber> SparseMarkovAutomatonCslHelper::computeReachabilityRewards(Environment const& env, OptimizationDirection dir, storm::storage::SparseMatrix<storm::RationalNumber> const& transitionMatrix, storm::storage::SparseMatrix<storm::RationalNumber> const& backwardTransitions, std::vector<storm::RationalNumber> const& exitRateVector, storm::storage::BitVector const& markovianStates, storm::models::sparse::StandardRewardModel<storm::RationalNumber> const& rewardModel, storm::storage::BitVector const& psiStates);
 
+            template std::vector<storm::RationalNumber> SparseMarkovAutomatonCslHelper::computeTotalRewards(Environment const& env, OptimizationDirection dir, storm::storage::SparseMatrix<storm::RationalNumber> const& transitionMatrix, storm::storage::SparseMatrix<storm::RationalNumber> const& backwardTransitions, std::vector<storm::RationalNumber> const& exitRateVector, storm::storage::BitVector const& markovianStates, storm::models::sparse::StandardRewardModel<storm::RationalNumber> const& rewardModel);
+
             template std::vector<storm::RationalNumber> SparseMarkovAutomatonCslHelper::computeLongRunAverageProbabilities(Environment const& env, OptimizationDirection dir, storm::storage::SparseMatrix<storm::RationalNumber> const& transitionMatrix, storm::storage::SparseMatrix<storm::RationalNumber> const& backwardTransitions, std::vector<storm::RationalNumber> const& exitRateVector, storm::storage::BitVector const& markovianStates, storm::storage::BitVector const& psiStates);
             
             template std::vector<storm::RationalNumber> SparseMarkovAutomatonCslHelper::computeLongRunAverageRewards(Environment const& env, OptimizationDirection dir, storm::storage::SparseMatrix<storm::RationalNumber> const& transitionMatrix, storm::storage::SparseMatrix<storm::RationalNumber> const& backwardTransitions, std::vector<storm::RationalNumber> const& exitRateVector, storm::storage::BitVector const& markovianStates, storm::models::sparse::StandardRewardModel<storm::RationalNumber> const& rewardModel);
diff --git a/src/storm/modelchecker/csl/helper/SparseMarkovAutomatonCslHelper.h b/src/storm/modelchecker/csl/helper/SparseMarkovAutomatonCslHelper.h
index fbfeaa7dd..6b6a94a50 100644
--- a/src/storm/modelchecker/csl/helper/SparseMarkovAutomatonCslHelper.h
+++ b/src/storm/modelchecker/csl/helper/SparseMarkovAutomatonCslHelper.h
@@ -26,6 +26,9 @@ namespace storm {
                 template <typename ValueType>
                 static std::vector<ValueType> computeUntilProbabilities(Environment const& env, OptimizationDirection dir, storm::storage::SparseMatrix<ValueType> const& transitionMatrix, storm::storage::SparseMatrix<ValueType> const& backwardTransitions, storm::storage::BitVector const& phiStates, storm::storage::BitVector const& psiStates, bool qualitative);
                 
+                template <typename ValueType, typename RewardModelType>
+                static std::vector<ValueType> computeTotalRewards(Environment const& env, OptimizationDirection dir, storm::storage::SparseMatrix<ValueType> const& transitionMatrix, storm::storage::SparseMatrix<ValueType> const& backwardTransitions, std::vector<ValueType> const& exitRateVector, storm::storage::BitVector const& markovianStates, RewardModelType const& rewardModel);
+                
                 template <typename ValueType, typename RewardModelType>
                 static std::vector<ValueType> computeReachabilityRewards(Environment const& env, OptimizationDirection dir, storm::storage::SparseMatrix<ValueType> const& transitionMatrix, storm::storage::SparseMatrix<ValueType> const& backwardTransitions, std::vector<ValueType> const& exitRateVector, storm::storage::BitVector const& markovianStates, RewardModelType const& rewardModel, storm::storage::BitVector const& psiStates);