diff --git a/include/plasp/pddl/Description.h b/include/plasp/pddl/Description.h
index 8ec66f5..3bf6344 100644
--- a/include/plasp/pddl/Description.h
+++ b/include/plasp/pddl/Description.h
@@ -4,6 +4,7 @@
 #include <boost/filesystem/path.hpp>
 
 #include <plasp/pddl/Domain.h>
+#include <plasp/pddl/Problem.h>
 #include <plasp/utils/Parser.h>
 
 namespace plasp
@@ -36,7 +37,7 @@ class Description
 		Context m_context;
 
 		std::unique_ptr<Domain> m_domain;
-		//std::unique_ptr<Problem> m_problem;
+		std::unique_ptr<Problem> m_problem;
 };
 
 ////////////////////////////////////////////////////////////////////////////////////////////////////
diff --git a/include/plasp/pddl/Problem.h b/include/plasp/pddl/Problem.h
new file mode 100644
index 0000000..836554e
--- /dev/null
+++ b/include/plasp/pddl/Problem.h
@@ -0,0 +1,50 @@
+#ifndef __PLASP__PDDL__PROBLEM_H
+#define __PLASP__PDDL__PROBLEM_H
+
+#include <plasp/pddl/Context.h>
+#include <plasp/pddl/Expression.h>
+#include <plasp/pddl/Requirement.h>
+
+namespace plasp
+{
+namespace pddl
+{
+
+////////////////////////////////////////////////////////////////////////////////////////////////////
+//
+// Problem
+//
+////////////////////////////////////////////////////////////////////////////////////////////////////
+
+class Problem
+{
+	public:
+		static Problem fromPDDL(Context &context);
+
+	public:
+		const std::string &name() const;
+		const Requirements &requirements() const;
+
+	private:
+		Problem(Context &context);
+
+		void parseSection();
+
+		void parseRequirementSection();
+		bool hasRequirement(Requirement::Type requirementType) const;
+		void computeDerivedRequirements();
+
+		void checkConsistency();
+
+		Context &m_context;
+
+		std::string m_name;
+		Requirements m_requirements;
+};
+
+////////////////////////////////////////////////////////////////////////////////////////////////////
+
+}
+}
+
+#endif
diff --git a/src/plasp/pddl/Description.cpp b/src/plasp/pddl/Description.cpp
index 6dc5c93..3eb8598 100644
--- a/src/plasp/pddl/Description.cpp
+++ b/src/plasp/pddl/Description.cpp
@@ -89,8 +89,8 @@ void Description::parseSection()
 
 	if (sectionIdentifier == "domain")
 		m_domain = std::make_unique<Domain>(Domain::fromPDDL(m_context));
-	//else if (sectionIdentifier == "problem")
-	//	m_problem = std::make_unique<Problem>(Problem::fromPDDL(parser));
+	else if (sectionIdentifier == "problem")
+		m_problem = std::make_unique<Problem>(Problem::fromPDDL(m_context));
 	else
 		throw utils::ParserException(m_context.parser, "Unknown PDDL section \"" + sectionIdentifier + "\"");
 }
diff --git a/src/plasp/pddl/Problem.cpp b/src/plasp/pddl/Problem.cpp
new file mode 100644
index 0000000..36438fd
--- /dev/null
+++ b/src/plasp/pddl/Problem.cpp
@@ -0,0 +1,205 @@
+#include <plasp/pddl/Problem.h>
+
+#include <algorithm>
+
+#include <plasp/pddl/Identifier.h>
+#include <plasp/utils/IO.h>
+
+namespace plasp
+{
+namespace pddl
+{
+
+////////////////////////////////////////////////////////////////////////////////////////////////////
+//
+// Problem
+//
+////////////////////////////////////////////////////////////////////////////////////////////////////
+
+Problem::Problem(Context &context)
+:	m_context(context)
+{
+}
+
+////////////////////////////////////////////////////////////////////////////////////////////////////
+
+Problem Problem::fromPDDL(Context &context)
+{
+	Problem problem(context);
+
+	problem.m_name = context.parser.parseIdentifier(isIdentifier);
+
+	std::cout << "Parsing problem " << problem.m_name << std::endl;
+
+	context.parser.expect<std::string>(")");
+
+	while (true)
+	{
+		context.parser.skipWhiteSpace();
+
+		if (context.parser.currentCharacter() == ')')
+			break;
+
+		problem.parseSection();
+	}
+
+	problem.computeDerivedRequirements();
+
+	problem.checkConsistency();
+
+	return problem;
+}
+
+////////////////////////////////////////////////////////////////////////////////////////////////////
+
+const std::string &Problem::name() const
+{
+	return m_name;
+}
+
+////////////////////////////////////////////////////////////////////////////////////////////////////
+
+const Requirements &Problem::requirements() const
+{
+	return m_requirements;
+}
+
+////////////////////////////////////////////////////////////////////////////////////////////////////
+
+void Problem::parseSection()
+{
+	m_context.parser.expect<std::string>("(");
+	m_context.parser.expect<std::string>(":");
+
+	const auto sectionIdentifier = utils::toLowerCase(m_context.parser.parseIdentifier(isIdentifier));
+
+	const auto skipSection =
+		[&]()
+		{
+			std::cout << "Skipping section " << sectionIdentifier << std::endl;
+
+			size_t openParentheses = 1;
+
+			while (true)
+			{
+				const auto character = m_context.parser.currentCharacter();
+				m_context.parser.advance();
+
+				if (character == '(')
+					openParentheses++;
+				else if (character == ')')
+				{
+					openParentheses--;
+
+					if (openParentheses == 0)
+						return;
+				}
+			}
+		};
+
+	// TODO: check order of the sections
+	if (sectionIdentifier == "domain")
+		skipSection();
+	else if (sectionIdentifier == "requirements")
+		parseRequirementSection();
+	else if (sectionIdentifier == "objects")
+		skipSection();
+	else if (sectionIdentifier == "init")
+		skipSection();
+	else if (sectionIdentifier == "goal")
+		skipSection();
+	else if (sectionIdentifier == "constraints")
+		skipSection();
+	else if (sectionIdentifier == "metric")
+		skipSection();
+	else if (sectionIdentifier == "length")
+		skipSection();
+	else
+		throw utils::ParserException(m_context.parser, "Unknown problem section \"" + sectionIdentifier + "\"");
+}
+
+////////////////////////////////////////////////////////////////////////////////////////////////////
+
+void Problem::parseRequirementSection()
+{
+	m_context.parser.skipWhiteSpace();
+
+	while (m_context.parser.currentCharacter() != ')')
+	{
+		m_context.parser.expect<std::string>(":");
+
+		m_requirements.emplace_back(Requirement::parse(m_context));
+
+		m_context.parser.skipWhiteSpace();
+	}
+
+	// If no requirements are specified, assume STRIPS
+	if (m_requirements.empty())
+		m_requirements.emplace_back(Requirement::Type::STRIPS);
+
+	m_context.parser.expect<std::string>(")");
+}
+
+////////////////////////////////////////////////////////////////////////////////////////////////////
+
+bool Problem::hasRequirement(Requirement::Type requirementType) const
+{
+	const auto match = std::find_if(m_requirements.cbegin(), m_requirements.cend(),
+		[&](const auto &requirement)
+		{
+			return requirement.type() == requirementType;
+		});
+
+	return match != m_requirements.cend();
+}
+
+////////////////////////////////////////////////////////////////////////////////////////////////////
+
+void Problem::computeDerivedRequirements()
+{
+	const auto addRequirementUnique =
+		[&](const auto requirement)
+		{
+			if (hasRequirement(requirement))
+				return;
+
+			m_requirements.push_back(Requirement(requirement));
+		};
+
+	if (hasRequirement(Requirement::Type::ADL))
+	{
+		addRequirementUnique(Requirement::Type::STRIPS);
+		addRequirementUnique(Requirement::Type::Typing);
+		addRequirementUnique(Requirement::Type::NegativePreconditions);
+		addRequirementUnique(Requirement::Type::DisjunctivePreconditions);
+		addRequirementUnique(Requirement::Type::Equality);
+		addRequirementUnique(Requirement::Type::QuantifiedPreconditions);
+		addRequirementUnique(Requirement::Type::ConditionalEffects);
+	}
+
+	if (hasRequirement(Requirement::Type::QuantifiedPreconditions))
+	{
+		addRequirementUnique(Requirement::Type::ExistentialPreconditions);
+		addRequirementUnique(Requirement::Type::UniversalPreconditions);
+	}
+
+	if (hasRequirement(Requirement::Type::Fluents))
+	{
+		addRequirementUnique(Requirement::Type::NumericFluents);
+		addRequirementUnique(Requirement::Type::ObjectFluents);
+	}
+
+	if (hasRequirement(Requirement::Type::TimedInitialLiterals))
+		addRequirementUnique(Requirement::Type::DurativeActions);
+}
+
+////////////////////////////////////////////////////////////////////////////////////////////////////
+
+void Problem::checkConsistency()
+{
+}
+
+////////////////////////////////////////////////////////////////////////////////////////////////////
+
+}
+}