diff --git a/SpriteCompiler/AI/AbstractAISearch.cs b/SpriteCompiler/AI/AbstractAISearch.cs
index 522f3ea..5fa8661 100644
--- a/SpriteCompiler/AI/AbstractAISearch.cs
+++ b/SpriteCompiler/AI/AbstractAISearch.cs
@@ -25,7 +25,7 @@
             this.expander = expander;
         }
 
-        public INodeExpander<A, S, T, C> Expander { get { return expander; } }
+        public INodeExpander<A, S, T, C> Expander { get { return expander; } set { expander = value; } }
 
         public IEnumerable<T> Solution(T node)
         {
diff --git a/SpriteCompiler/AI/CostNodeLimiter.cs b/SpriteCompiler/AI/CostNodeLimiter.cs
new file mode 100644
index 0000000..e24fc20
--- /dev/null
+++ b/SpriteCompiler/AI/CostNodeLimiter.cs
@@ -0,0 +1,24 @@
+namespace SpriteCompiler.AI
+{
+    /// <summary>
+    ///  Class that taken a search node and detemines whether or not to terminate the
+    /// search at the node.  This is different than a goal test and is used in the
+    /// contect of depth-limited searches.
+    /// </summary>
+    public class CostNodeLimiter<T, C> : INodeLimiter<T, C>
+        where T : ISearchNode<C>
+        where C : IPathCost<C>, new()
+    {
+        private readonly C maxCost;
+
+        public CostNodeLimiter(C maxCost)
+        {
+            this.maxCost = maxCost;
+        }
+
+        public bool Cutoff(T node)
+        {
+            return node.PathCost.CompareTo(maxCost) >= 0;
+        }
+    }
+}
diff --git a/SpriteCompiler/AI/DepthFirstSearch.cs b/SpriteCompiler/AI/DepthFirstSearch.cs
new file mode 100644
index 0000000..42c4db2
--- /dev/null
+++ b/SpriteCompiler/AI/DepthFirstSearch.cs
@@ -0,0 +1,32 @@
+using System;
+using System.Collections.Generic;
+using System.Linq;
+using System.Text;
+using System.Threading.Tasks;
+
+namespace SpriteCompiler.AI
+{
+    public class DepthFirstSearch<A, S, T, C> : ISearch<A, S, T, C>
+        where T : ISearchNode<A, S, T, C>
+        where C : IPathCost<C>, new()
+    {
+        protected readonly AbstractAISearch<A, S, T, C> search;
+        protected readonly IQueue<T> fringe = new Lifo<T>();
+
+        public DepthFirstSearch(AbstractAISearch<A, S, T, C> search)
+        {
+            this.search = search;
+        }
+
+        public virtual IEnumerable<T> Search(ISearchProblem<A, S, C> problem, S initialState)
+        {
+            fringe.Clear();
+            return search.Search(problem, fringe, initialState);
+        }
+
+        public virtual IEnumerable<T> ExtendSearch(ISearchProblem<A, S, C> problem)
+        {
+            return search.ExtendSearch(problem, fringe);
+        }
+    }
+}
diff --git a/SpriteCompiler/AI/DepthLimitedNodeExpander.cs b/SpriteCompiler/AI/DepthLimitedNodeExpander.cs
new file mode 100644
index 0000000..5f538f7
--- /dev/null
+++ b/SpriteCompiler/AI/DepthLimitedNodeExpander.cs
@@ -0,0 +1,35 @@
+using System;
+using System.Collections.Generic;
+using System.Linq;
+using System.Text;
+using System.Threading.Tasks;
+
+namespace SpriteCompiler.AI
+{
+    public class DepthLimitedNodeExpander<A, S, T, C> : NodeExpanderDelegator<A, S, T, C>
+        where T : ISearchNode<A, S, T, C>
+        where C : IPathCost<C>, new()
+    {
+        private readonly INodeLimiter<T, C> limit;
+        private bool cutoffOccured = false;
+
+        public DepthLimitedNodeExpander(INodeExpander<A, S, T, C> expander, INodeLimiter<T, C> limit)
+            : base(expander)
+        {
+            this.limit = limit;
+        }
+
+        public bool CutoffOccured { get { return cutoffOccured; } }
+
+        public override IEnumerable<T> Expand(ISearchProblem<A, S, C> problem, T node)
+        {
+            if (limit.Cutoff(node))
+            {
+                cutoffOccured = true;
+                return Enumerable.Empty<T>();
+            }
+
+            return base.Expand(problem, node);
+        }
+    }
+}
diff --git a/SpriteCompiler/AI/DepthLimitedSearch.cs b/SpriteCompiler/AI/DepthLimitedSearch.cs
new file mode 100644
index 0000000..de3587d
--- /dev/null
+++ b/SpriteCompiler/AI/DepthLimitedSearch.cs
@@ -0,0 +1,60 @@
+using System;
+using System.Collections.Generic;
+using System.Linq;
+using System.Text;
+using System.Threading.Tasks;
+
+namespace SpriteCompiler.AI
+{
+    /// <summary>
+    /// Depth-first search with a cutoff
+    /// </summary>
+    public class DepthLimitedSearch<A, S, T, C> : DepthFirstSearch<A, S, T, C>
+        where T : ISearchNode<A, S, T, C>
+        where C : IPathCost<C>, new()
+    {
+        protected readonly INodeLimiter<T, C> limit;
+
+        public DepthLimitedSearch(AbstractAISearch<A, S, T, C> search, INodeLimiter<T, C> limit)
+            : base(search)
+        {
+            this.limit = limit;
+        }
+
+        public override IEnumerable<T> Search(ISearchProblem<A, S, C> problem, S initialState)
+        {
+            // Save the old node expander
+            var oldExpander = search.Expander;
+
+            // Wrap the expander with a depth-limied expanded in order to
+            // terminate the search
+            var expander = new DepthLimitedNodeExpander<A, S, T, C>(oldExpander, limit);
+            search.Expander = expander;
+
+            // Run the search
+            var solution = base.Search(problem, initialState);
+
+            // Restore the old expander
+            search.Expander = oldExpander;
+            
+            // Check to see we failed and if the reason for failing was not reaching the cutoff depth.
+            if (search.IsFailure(solution) && expander.CutoffOccured)
+            {
+                return null;
+            }
+
+            return solution;
+
+        }
+
+        public override IEnumerable<T> ExtendSearch(ISearchProblem<A, S, C> problem)
+        {
+            return base.ExtendSearch(problem);
+        }
+
+        public bool IsCutoff(IEnumerable<T> result)
+        {
+            return result == null;
+        }
+    }
+}
diff --git a/SpriteCompiler/AI/INodeLimiter.cs b/SpriteCompiler/AI/INodeLimiter.cs
new file mode 100644
index 0000000..f836816
--- /dev/null
+++ b/SpriteCompiler/AI/INodeLimiter.cs
@@ -0,0 +1,9 @@
+namespace SpriteCompiler.AI
+{
+    public interface INodeLimiter<T, C>
+        where T : ISearchNode<C>
+        where C : IPathCost<C>, new()
+    {
+        bool Cutoff(T node);
+    }
+}
diff --git a/SpriteCompiler/AI/ISearchNode.cs b/SpriteCompiler/AI/ISearchNode.cs
index 41435f0..ed6844e 100644
--- a/SpriteCompiler/AI/ISearchNode.cs
+++ b/SpriteCompiler/AI/ISearchNode.cs
@@ -12,15 +12,15 @@
     public interface ISearchNode<A, S, T, C> : ISearchNode<C> where C : IPathCost<C>
     {
         A Action { get; set; }
-        C PathCost { get; }
-        C StepCost { get; set; }
-        int Depth { get; }
         S State { get; }
         T Parent { get; }
     }
 
     public interface ISearchNode<C>
     {
+        C PathCost { get; }
+        C StepCost { get; set; }
+        int Depth { get; }
         C EstCost { get; }
     }
 }
diff --git a/SpriteCompiler/AI/IterativeDeepeningAStarSearch.cs b/SpriteCompiler/AI/IterativeDeepeningAStarSearch.cs
new file mode 100644
index 0000000..37c75c2
--- /dev/null
+++ b/SpriteCompiler/AI/IterativeDeepeningAStarSearch.cs
@@ -0,0 +1,45 @@
+using System;
+using System.Collections.Generic;
+using System.Linq;
+using System.Text;
+using System.Threading.Tasks;
+
+namespace SpriteCompiler.AI
+{
+    public class IterativeDeepeningAStarSearch<A, S, T, C> : ISearch<A, S, T, C>
+        where T : ISearchNode<A, S, T, C>
+        where C : IPathCost<C>, new()
+    {
+        protected readonly AbstractAISearch<A, S, T, C> search;
+        protected readonly C limit;
+
+        public IterativeDeepeningAStarSearch(AbstractAISearch<A, S, T, C> search, C limit)
+        {
+            this.search = search;
+            this.limit = limit;
+        }
+
+        public IEnumerable<T> Search(ISearchProblem<A, S, C> problem, S initialState)
+        {
+            C bound = new C();
+            while (bound.CompareTo(limit) < 0)
+            {
+                var dls = new DepthLimitedSearch<A, S, T, C>(search, new CostNodeLimiter<T, C>(bound));
+                var result = dls.Search(problem, initialState);
+
+                if (!dls.IsCutoff(result))
+                {
+                    return result;
+                }
+            }
+
+            // An empty list signals failure
+            return Enumerable.Empty<T>();
+        }
+
+        public IEnumerable<T> ExtendSearch(ISearchProblem<A, S, C> problem)
+        {
+            throw new NotImplementedException();
+        }
+    }
+}
diff --git a/SpriteCompiler/AI/Lifo.cs b/SpriteCompiler/AI/Lifo.cs
new file mode 100644
index 0000000..9e2282c
--- /dev/null
+++ b/SpriteCompiler/AI/Lifo.cs
@@ -0,0 +1,41 @@
+using System;
+using System.Collections.Generic;
+using System.Linq;
+using System.Text;
+using System.Threading.Tasks;
+
+namespace SpriteCompiler.AI
+{
+    public class Lifo<T> : IQueue<T>
+    {
+        private readonly Stack<T> stack = new Stack<T>();
+
+        public void Clear()
+        {
+            stack.Clear();
+        }
+
+        public bool Empty
+        {
+            get { return stack.Count == 0; }
+        }
+
+        public T Remove()
+        {
+            return stack.Pop();
+        }
+
+        public void Enqueue(T item)
+        {
+            stack.Push(item);
+        }
+
+        public void AddRange(IEnumerable<T> items)
+        {
+            foreach (var item in items)
+            {
+                stack.Push(item);
+            }
+        }
+    }
+}
diff --git a/SpriteCompiler/AI/NodeExpanderDelegator.cs b/SpriteCompiler/AI/NodeExpanderDelegator.cs
new file mode 100644
index 0000000..576fabe
--- /dev/null
+++ b/SpriteCompiler/AI/NodeExpanderDelegator.cs
@@ -0,0 +1,26 @@
+namespace SpriteCompiler.AI
+{
+    using System.Collections.Generic;
+
+    public class NodeExpanderDelegator<A, S, T, C> : INodeExpander<A, S, T, C>
+        where T : ISearchNode<A, S, T, C>
+        where C : IPathCost<C>
+    {
+        private readonly INodeExpander<A, S, T, C> expander;
+
+        public NodeExpanderDelegator(INodeExpander<A, S, T, C> expander)
+        {
+            this.expander = expander;
+        }
+
+        public virtual IEnumerable<T> Expand(ISearchProblem<A, S, C> problem, T node)
+        {
+            return expander.Expand(problem, node);
+        }
+
+        public virtual T CreateNode(T parent, S state)
+        {
+            return expander.CreateNode(parent, state);
+        }
+    }
+}
diff --git a/SpriteCompiler/SpriteCompiler.csproj b/SpriteCompiler/SpriteCompiler.csproj
index 4a37303..3b50ec8 100644
--- a/SpriteCompiler/SpriteCompiler.csproj
+++ b/SpriteCompiler/SpriteCompiler.csproj
@@ -58,9 +58,14 @@
     <Compile Include="AI\AStarComparer.cs" />
     <Compile Include="AI\AStarSearch.cs" />
     <Compile Include="AI\BestFirstSearch.cs" />
+    <Compile Include="AI\CostNodeLimiter.cs" />
+    <Compile Include="AI\DepthFirstSearch.cs" />
+    <Compile Include="AI\DepthLimitedNodeExpander.cs" />
+    <Compile Include="AI\DepthLimitedSearch.cs" />
     <Compile Include="AI\HeuristicSearchNode.cs" />
     <Compile Include="AI\IHeuristicFunction.cs" />
     <Compile Include="AI\InformedNodeExpander.cs" />
+    <Compile Include="AI\INodeLimiter.cs" />
     <Compile Include="AI\ISuccessorFunction.cs" />
     <Compile Include="AI\IGoalTest.cs" />
     <Compile Include="AI\INodeExpander.cs" />
@@ -70,6 +75,9 @@
     <Compile Include="AI\ISearchNode.cs" />
     <Compile Include="AI\ISearchProblem.cs" />
     <Compile Include="AI\IStepCostFunction.cs" />
+    <Compile Include="AI\IterativeDeepeningAStarSearch.cs" />
+    <Compile Include="AI\Lifo.cs" />
+    <Compile Include="AI\NodeExpanderDelegator.cs" />
     <Compile Include="AI\SearchProblem.cs" />
     <Compile Include="AI\GraphSearch.cs" />
     <Compile Include="AI\TreeSearch.cs" />