diff --git a/README.md b/README.md
index b1b1521..e67ce02 100644
--- a/README.md
+++ b/README.md
@@ -102,27 +102,15 @@ ReactDOM.render(<Rcslider />, container);
         </tr>
         <tr>
           <td>defaultValue</td>
-          <td>number</td>
-          <td>0</td>
-          <td>If range is `false`, this prop will set the initial position of the handle.</td>
-        </tr>
-        <tr>
-          <td>defaultValues</td>
-          <td>[number, number]</td>
-          <td>[0, 0]</td>
-          <td>If range is `true`, this prop will set initial positions of handles respectively.</td>
+          <td>number or [number, number]</td>
+          <td>0 or [0, 0]</td>
+          <td>Set initial positions of handles. If range is `false`, the type of `defaultValue` should be `number`. Otherwise, `[number, number]`</td>
         </tr>
         <tr>
           <td>value</td>
-          <td>number</td>
+          <td>number or [number, number]</td>
           <td></td>
-          <td>If range is `false`, this prop will set the current position of the handle.</td>
-        </tr>
-        <tr>
-          <td>values</td>
-          <td>[number, number]</td>
-          <td></td>
-          <td>If range is `true`, this prop will set current positions of handles respectively.</td>
+          <td>Set current positions of handles. If range is `false`, the type of `defaultValue` should be `number`. Otherwise, `[number, number]`</td>
         </tr>
         <tr>
           <td>marks</td>
@@ -131,7 +119,7 @@ ReactDOM.render(<Rcslider />, container);
           <td>Mark every step for the slider, it will ignore the `step` parameter if it has been defined. Does not work with `range`</td>
         </tr>
         <tr>
-          <td>isIncluded</td>
+          <td>included</td>
           <td>boolean</td>
           <td>true</td>
           <td>If the value is `true`, it means a continuous value interval, otherwise, it is a independent value.</td>
@@ -161,10 +149,10 @@ ReactDOM.render(<Rcslider />, container);
           <td>Set the animation for tooltip if it shows.</td>
         </tr>
         <tr>
-          <td>withDots</td>
+          <td>dots</td>
           <td>bool</td>
           <td>false</td>
-          <td>For linear slider, when the `step` value is greater than 1, you can set the `withDots` to  `true` if you want to render the slider bar with dots.</td>
+          <td>For linear slider, when the `step` value is greater than 1, you can set the `dots` to  `true` if you want to render the slider bar with dots.</td>
         </tr>
     </tbody>
 </table>
diff --git a/examples/simple.js b/examples/simple.js
index 7f588f8..32d738b 100644
--- a/examples/simple.js
+++ b/examples/simple.js
@@ -3,6 +3,7 @@
 require('rc-slider/assets/index.less');
 
 var React = require('react');
+var ReactDOM = require('react-dom');
 var Slider = require('rc-slider');
 var style = {width:400,margin:50};
 
@@ -10,7 +11,7 @@ function onChange(v) {
   console.log(v);
 }
 
-React.render(
+ReactDOM.render(
   <div>
     <div style={style}>
       <p>基础滑块</p>
@@ -22,15 +23,15 @@ React.render(
     </div>
     <div style={style}>
       <p>基础滑块，step=20 带原点</p>
-      <Slider withDots step={20} />
+      <Slider dots step={20} />
     </div>
     <div style={style}>
       <p>双滑块</p>
-      <Slider range={true} min={10} max={90} values={[0, 30]} onChange={onChange} />
+      <Slider range min={10} max={90} defaultValue={[0, 30]} onChange={onChange} />
     </div>
     <div style={style}>
       <p>双滑块，step=20 </p>
-      <Slider range={true} withDots step={20} values={[0, 30]} onChange={onChange} isIncluded={false} />
+      <Slider range dots step={20} defaultValue={[0, 30]} onChange={onChange} included={false} />
     </div>
     <div style={style}>
       <p>分段式滑块（包含关系）</p>
@@ -38,7 +39,7 @@ React.render(
     </div>
     <div style={style}>
       <p>分段式滑块（并列关系）</p>
-      <Slider marks={["状态1","状态2","状态3","状态4"]} isIncluded={false} defaultIndex={1} />
+      <Slider marks={["状态1","状态2","状态3","状态4"]} included={false} defaultIndex={1} />
     </div>
   </div>
   , document.getElementById('__react-content'));
diff --git a/package.json b/package.json
index ca44490..993012b 100644
--- a/package.json
+++ b/package.json
@@ -51,7 +51,7 @@
     "lint"
   ],
   "dependencies": {
-    "rc-tooltip": "2.x",
+    "rc-tooltip": "~3.0.4",
     "rc-util": "2.x"
   }
 }
diff --git a/src/Marks.jsx b/src/Marks.jsx
index d4afefa..7a03023 100644
--- a/src/Marks.jsx
+++ b/src/Marks.jsx
@@ -1,14 +1,14 @@
 import React from 'react';
 import rcUtil from 'rc-util';
 
-const Marks = ({className, marks, index, isIncluded}) => {
+const Marks = ({className, marks, index, included}) => {
   const marksLen = marks.length;
   const unit = 100 / (marksLen - 1);
   const markWidth = unit / 2 + '%';
 
   const elements = [];
   for (let i = 0; i < marksLen; i++) {
-    const isActived = (isIncluded && i <= index) || (!isIncluded && i === index);
+    const isActived = (included && i <= index) || (!included && i === index);
     const markClassName = rcUtil.classSet({
       [className + '-text']: true,
       [className + '-text-active']: isActived,
diff --git a/src/Slider.jsx b/src/Slider.jsx
index 9ea885e..e312fed 100644
--- a/src/Slider.jsx
+++ b/src/Slider.jsx
@@ -37,15 +37,16 @@ class Slider extends React.Component {
     let upperBound;
     let lowerBound;
     if (props.range) {
-      const values = (props.values || props.defaultValues);
-      upperBound = this.trimAlignValue(values[1]);
-      lowerBound = this.trimAlignValue(values[0]);
+      const value = (props.value || props.defaultValue || [0, 0]);
+      upperBound = this.trimAlignValue(value[1]);
+      lowerBound = this.trimAlignValue(value[0]);
     } else if (props.marks.length > 0) {
       upperBound = this.calcValueFromProps(props);
     } else {
       // Note: Maybe `value` is `0`.
       //       So, check the existence of `value` with `in`.
-      const value = ('value' in props ? props.value : props.defaultValue);
+      const defaultValue = ('defaultValue' in props ? props.defaultValue : 0);
+      const value = ('value' in props ? props.value : defaultValue);
       upperBound = this.trimAlignValue(value);
     }
 
@@ -72,11 +73,11 @@ class Slider extends React.Component {
 
   componentWillReceiveProps(nextProps) {
     if (nextProps.range) {
-      const values = nextProps.values;
-      if (values) {
+      const value = nextProps.value;
+      if (value) {
         this.setState({
-          upperBound: values[1],
-          lowerBound: values[0],
+          upperBound: value[1],
+          lowerBound: value[0],
         });
       }
     } else if ('value' in nextProps) {
@@ -124,7 +125,12 @@ class Slider extends React.Component {
     if (props.range) {
       // `this.state` will not be updated immediately after `this.setState`.
       // So, create a similar object.
-      const data = Object.assign({}, state, {[state.handle]: value});
+      // const data = Object.assign({}, state, {[state.handle]: value});
+      const data = {
+        upperBound: state.upperBound,
+        lowerBound: state.lowerBound,
+      };
+      data[state.handle] = value;
       this.triggerEvents('onChange', [data.lowerBound, data.upperBound]);
     } else {
       this.triggerEvents('onChange', value);
@@ -154,11 +160,25 @@ class Slider extends React.Component {
     this.startValue = value;
     this.startPosition = position;
 
-    const {upperBound, lowerBound} = this.state;
-    const isUpperBoundCloser = Math.abs(upperBound - value) < Math.abs(lowerBound - value);
-    let valueNeedChanging = (!this.props.range || isUpperBoundCloser) ? 'upperBound' : 'lowerBound';
-    const isAtTheSamePoint = (upperBound === lowerBound);
-    valueNeedChanging = isAtTheSamePoint ? this.state.recent : valueNeedChanging;
+    const state = this.state;
+    const {upperBound, lowerBound} = state;
+
+    let valueNeedChanging = 'upperBound';
+    if (this.props.range) {
+      const isLowerBoundCloser = Math.abs(upperBound - value) > Math.abs(lowerBound - value);
+      if (isLowerBoundCloser) {
+        valueNeedChanging = 'lowerBound';
+      }
+
+      const isAtTheSamePoint = (upperBound === lowerBound);
+      if (isAtTheSamePoint) {
+        valueNeedChanging = state.recent;
+      }
+
+      if (isAtTheSamePoint && (value !== upperBound)) {
+        valueNeedChanging = value < upperBound ? 'lowerBound' : 'upperBound';
+      }
+    }
 
     this.setState({
       handle: valueNeedChanging,
@@ -167,7 +187,12 @@ class Slider extends React.Component {
     });
 
     if (this.props.range) {
-      const data = Object.assign({}, this.state, {[valueNeedChanging]: value});
+      // const data = Object.assign({}, state, {[valueNeedChanging]: value});
+      const data = {
+        upperBound: state.upperBound,
+        lowerBound: state.lowerBound,
+      };
+      data[valueNeedChanging] = value;
       this.triggerEvents('onChange', [data.lowerBound, data.upperBound]);
     } else {
       this.triggerEvents('onChange', value);
@@ -305,7 +330,7 @@ class Slider extends React.Component {
   render() {
     const {handle, upperBound, lowerBound} = this.state;
     const props = this.props;
-    const {className, prefixCls, disabled, isIncluded, withDots, range} = props;
+    const {className, prefixCls, disabled, included, isIncluded, dots, withDots, range} = props;
     const {marks, step, max, min, tipTransitionName, children} = props;
     const marksLen = marks.length;
 
@@ -319,7 +344,7 @@ class Slider extends React.Component {
     const lowerOffset = this.calcOffset(lowerBound);
 
     let track = null;
-    if (isIncluded || range) {
+    if ((included && isIncluded) || range) {
       const trackClassName = prefixCls + '-track';
       track = <Track className={trackClassName} offset={lowerOffset} length={upperOffset - lowerOffset} />;
     }
@@ -338,19 +363,19 @@ class Slider extends React.Component {
     const upperIndex = this.getIndex(upperBound);
 
     let steps = null;
-    if (marksLen > 0 || (step > 1 && withDots)) {
+    if (marksLen > 0 || (step > 1 && (dots || withDots))) {
       const stepsClassName = prefixCls + '-step';
       const stepNum = marksLen > 0 ? marksLen : Math.floor((max - min) / step) + 1;
       steps = (<Steps className={stepsClassName} stepNum={stepNum}
                  lowerIndex={this.getIndex(lowerBound)} upperIndex={upperIndex}
-                 isIncluded={isIncluded || range} />);
+                 included={(included && isIncluded) || range} />);
     }
 
     let mark = null;
     if (marksLen > 0) {
       const markClassName = prefixCls + '-mark';
       mark = (<Marks className={markClassName} marks={marks}
-                 index={upperIndex} isIncluded={isIncluded} />);
+                index={upperIndex} included={(included && isIncluded)} />);
     }
 
     return (
@@ -372,14 +397,19 @@ Slider.propTypes = {
   min: React.PropTypes.number,
   max: React.PropTypes.number,
   step: React.PropTypes.number,
-  defaultValue: React.PropTypes.number,
-  defaultValues: React.PropTypes.arrayOf(React.PropTypes.number),
+  defaultValue: React.PropTypes.oneOfType([
+    React.PropTypes.number,
+    React.PropTypes.arrayOf(React.PropTypes.number),
+  ]),
   defaultIndex: React.PropTypes.number,
-  value: React.PropTypes.number,
-  values: React.PropTypes.arrayOf(React.PropTypes.number),
+  value: React.PropTypes.oneOfType([
+    React.PropTypes.number,
+    React.PropTypes.arrayOf(React.PropTypes.number),
+  ]),
   index: React.PropTypes.number,
   marks: React.PropTypes.array,
-  isIncluded: React.PropTypes.bool,
+  isIncluded: React.PropTypes.bool, // @Deprecated
+  included: React.PropTypes.bool,
   className: React.PropTypes.string,
   prefixCls: React.PropTypes.string,
   disabled: React.PropTypes.bool,
@@ -388,7 +418,8 @@ Slider.propTypes = {
   onChange: React.PropTypes.func,
   onAfterChange: React.PropTypes.func,
   tipTransitionName: React.PropTypes.string,
-  withDots: React.PropTypes.bool,
+  withDots: React.PropTypes.bool, // @Deprecated
+  dots: React.PropTypes.bool,
   range: React.PropTypes.bool,
 };
 
@@ -396,16 +427,16 @@ Slider.defaultProps = {
   min: 0,
   max: 100,
   step: 1,
-  defaultValue: 0,
-  defaultValues: [0, 0],
   defaultIndex: 0,
   marks: [],
-  isIncluded: true,
+  isIncluded: true, // @Deprecated
+  included: true,
   className: '',
   prefixCls: 'rc-slider',
   disabled: false,
   tipTransitionName: '',
-  withDots: false,
+  withDots: false, // @Deprecated
+  dots: false,
   range: false,
 };
 
diff --git a/src/Steps.jsx b/src/Steps.jsx
index ea7ec08..da2cdb0 100644
--- a/src/Steps.jsx
+++ b/src/Steps.jsx
@@ -1,7 +1,7 @@
 import React from 'react';
 import rcUtil from 'rc-util';
 
-const Steps = ({className, stepNum, isIncluded, lowerIndex, upperIndex}) => {
+const Steps = ({className, stepNum, included, lowerIndex, upperIndex}) => {
   const dotClassName = className.replace('step', 'dot');
   const unit = 100 / (stepNum - 1);
 
@@ -10,8 +10,8 @@ const Steps = ({className, stepNum, isIncluded, lowerIndex, upperIndex}) => {
     const offset = unit * i + '%';
     const style = { left: offset };
 
-    const isActived = (isIncluded && i <= upperIndex && i >= lowerIndex ) ||
-            (!isIncluded && i === upperIndex);
+    const isActived = (included && i <= upperIndex && i >= lowerIndex ) ||
+            (!included && i === upperIndex);
     const stepClassName = rcUtil.classSet({
       [dotClassName]: true,
       [dotClassName + '-active']: isActived,
diff --git a/tests/index.spec.js b/tests/index.spec.js
index b2b5057..57e6341 100644
--- a/tests/index.spec.js
+++ b/tests/index.spec.js
@@ -42,8 +42,8 @@ describe('rc-slider', function () {
     expect(node.find('.rc-slider-track').length).to.be(1);
     expect(slider.state.upperBound).to.be(0);
 
-    var sliderWithDots = React.render(
-      <Slider className='rc-slider' step={20} withDots/>,
+    var sliderWithDots = ReactDOM.render(
+      <Slider className='rc-slider' step={20} dots/>,
       div
     );
     var node1 = $(div);