diff --git a/src/sc_man_scanner.re b/src/sc_man_scanner.re
index 9537f51b16..d1d05b9298 100644
--- a/src/sc_man_scanner.re
+++ b/src/sc_man_scanner.re
@@ -186,6 +186,7 @@ std2:
 		'random2'					{ RET(TK_Random2); }
 		'frandom'					{ RET(TK_FRandom); }
 		'randompick'				{ RET(TK_RandomPick); }
+		'frandompick'				{ RET(TK_FRandomPick); }
 
 		L (L|D)*					{ RET(TK_Identifier); }
 
diff --git a/src/sc_man_tokens.h b/src/sc_man_tokens.h
index c7f9ec0200..1665a1caec 100644
--- a/src/sc_man_tokens.h
+++ b/src/sc_man_tokens.h
@@ -117,7 +117,7 @@ xx(TK_Abs,					"'abs'")
 xx(TK_Random,				"'random'")
 xx(TK_Random2,				"'random2'")
 xx(TK_FRandom,				"'frandom'")
-xx(TK_Pick,					"'pick'")	
+
 xx(TK_Is,					"'is'")
 xx(TK_Replaces,				"'replaces'")
 xx(TK_Vector,				"'vector'")
@@ -126,7 +126,8 @@ xx(TK_Array,				"'array'")
 xx(TK_In,					"'in'")
 xx(TK_SizeOf,				"'sizeof'")
 xx(TK_AlignOf,				"'alignof'")
-xx(TK_RandomPick,			"'randompick'")	
+xx(TK_RandomPick,			"'randompick'")
+xx(TK_FRandomPick,			"'frandompick'")
 xx(TK_States,				"'states'")
 xx(TK_Loop,					"'loop'")
 xx(TK_Fail,					"'fail'")
diff --git a/src/thingdef/thingdef_exp.cpp b/src/thingdef/thingdef_exp.cpp
index 8064b910d4..e198ec20b8 100644
--- a/src/thingdef/thingdef_exp.cpp
+++ b/src/thingdef/thingdef_exp.cpp
@@ -369,8 +369,9 @@ static FxExpression *ParseExpression0 (FScanner &sc, PClassActor *cls)
 
 		return new FxRandom(rng, min, max, sc);
 	}
-	else if (sc.CheckToken(TK_RandomPick))
+	else if (sc.CheckToken(TK_RandomPick) || sc.CheckToken(TK_FRandomPick))
 	{
+		bool floaty = sc.TokenType == TK_FRandomPick;
 		FRandom *rng;
 		TArray<FxExpression*> list;
 		list.Clear();
@@ -396,7 +397,7 @@ static FxExpression *ParseExpression0 (FScanner &sc, PClassActor *cls)
 				break;
 			sc.MustGetToken(',');
 		}
-		return new FxRandomPick(rng, list, sc);
+		return new FxRandomPick(rng, list, floaty, sc);
 	}
 	else if (sc.CheckToken(TK_FRandom))
 	{
diff --git a/src/thingdef/thingdef_exp.h b/src/thingdef/thingdef_exp.h
index 7277d48bbb..d1f7e75da3 100644
--- a/src/thingdef/thingdef_exp.h
+++ b/src/thingdef/thingdef_exp.h
@@ -645,7 +645,7 @@ protected:
 
 public:
 
-	FxRandomPick(FRandom *, TArray<FxExpression*> &expr, const FScriptPosition &pos);
+	FxRandomPick(FRandom *, TArray<FxExpression*> &expr, bool floaty, const FScriptPosition &pos);
 	~FxRandomPick();
 	FxExpression *Resolve(FCompileContext&);
 
diff --git a/src/thingdef/thingdef_expression.cpp b/src/thingdef/thingdef_expression.cpp
index e8e3c2b671..9625d83eea 100644
--- a/src/thingdef/thingdef_expression.cpp
+++ b/src/thingdef/thingdef_expression.cpp
@@ -2069,17 +2069,25 @@ ExpEmit FxRandom::Emit(VMFunctionBuilder *build)
 //
 //
 //==========================================================================
-FxRandomPick::FxRandomPick(FRandom *r, TArray<FxExpression*> &expr, const FScriptPosition &pos)
+FxRandomPick::FxRandomPick(FRandom *r, TArray<FxExpression*> &expr, bool floaty, const FScriptPosition &pos)
 : FxExpression(pos)
 {
 	assert(expr.Size() > 0);
 	choices.Resize(expr.Size());
 	for (unsigned int index = 0; index < expr.Size(); index++)
 	{
-		choices[index] = new FxIntCast(expr[index]);
+		if (floaty)
+		{
+			choices[index] = new FxFloatCast(expr[index]);
+		}
+		else
+		{
+			choices[index] = new FxIntCast(expr[index]);
+		}
+
 	}
 	rng = r;
-	ValueType = VAL_Int;
+	ValueType = floaty ? VAL_Float : VAL_Int;
 }
 
 //==========================================================================
@@ -2132,6 +2140,7 @@ FxExpression *FxRandomPick::Resolve(FCompileContext &ctx)
 
 ExpEmit FxRandomPick::Emit(VMFunctionBuilder *build)
 {
+#pragma message("FxRandomPick::Emit: Floating point part needs reviewing!")
 	unsigned i;
 
 	assert(choices.Size() > 0);
@@ -2171,8 +2180,16 @@ ExpEmit FxRandomPick::Emit(VMFunctionBuilder *build)
 		build->BackpatchToHere(jumptable + i);
 		if (choices[i]->isConstant())
 		{
-			int val = static_cast<FxConstant *>(choices[i])->GetValue().GetInt();
-			build->EmitLoadInt(resultreg.RegNum, val);
+			if (ValueType == VAL_Int)
+			{
+				int val = static_cast<FxConstant *>(choices[i])->GetValue().GetInt();
+				build->EmitLoadInt(resultreg.RegNum, val);
+			}
+			else
+			{
+				double val = static_cast<FxConstant *>(choices[i])->GetValue().GetFloat();
+				build->Emit(OP_PARAM, 0, REGT_FLOAT | REGT_KONST, build->GetConstantFloat(val));
+			}
 		}
 		else
 		{
@@ -2182,7 +2199,14 @@ ExpEmit FxRandomPick::Emit(VMFunctionBuilder *build)
 			  // was expected. Copy it to the one we wanted.
 
 				resultreg.Reuse(build);	// This is really just for the assert in Reuse()
-				build->Emit(OP_MOVE, resultreg.RegNum, casereg.RegNum, 0);
+				if (ValueType == VAL_Int)
+				{
+					build->Emit(OP_MOVE, resultreg.RegNum, casereg.RegNum, 0);
+				}
+				else
+				{
+					build->Emit(OP_MOVEF, resultreg.RegNum, casereg.RegNum, 0);
+				}
 				resultreg.Free(build);
 			}
 			// Free this register so the remaining cases can use it.
@@ -2201,7 +2225,7 @@ ExpEmit FxRandomPick::Emit(VMFunctionBuilder *build)
 		build->BackpatchToHere(finishes[i]);
 	}
 	// The result register needs to be in-use when we return.
-	// It should have been freed earlier, so restore it's in-use flag.
+	// It should have been freed earlier, so restore its in-use flag.
 	resultreg.Reuse(build);
 	return resultreg;
 }