# [62. Unique Paths](https://leetcode.com/problems/unique-paths)
[中文文档](/solution/0000-0099/0062.Unique%20Paths/README.md)
## Description
<p>There is a robot on an <code>m x n</code> grid. The robot is initially located at the <strong>top-left corner</strong> (i.e., <code>grid[0][0]</code>). The robot tries to move to the <strong>bottom-right corner</strong> (i.e., <code>grid[m - 1][n - 1]</code>). The robot can only move either down or right at any point in time.</p>
<p>Given the two integers <code>m</code> and <code>n</code>, return <em>the number of possible unique paths that the robot can take to reach the bottom-right corner</em>.</p>
<p>The test cases are generated so that the answer will be less than or equal to <code>2 * 10<sup>9</sup></code>.</p>
<p> </p>
<p><strong class="example">Example 1:</strong></p>
<img src="https://fastly.jsdelivr.net/gh/doocs/leetcode@main/solution/0000-0099/0062.Unique%20Paths/images/robot_maze.png" style="width: 400px; height: 183px;" />
<pre>
<strong>Input:</strong> m = 3, n = 7
<strong>Output:</strong> 28
</pre>
<p><strong class="example">Example 2:</strong></p>
<pre>
<strong>Input:</strong> m = 3, n = 2
<strong>Output:</strong> 3
<strong>Explanation:</strong> From the top-left corner, there are a total of 3 ways to reach the bottom-right corner:
1. Right -> Down -> Down
2. Down -> Down -> Right
3. Down -> Right -> Down
</pre>
<p> </p>
<p><strong>Constraints:</strong></p>
<ul>
<li><code>1 <= m, n <= 100</code></li>
</ul>
## Solutions
Dynamic programming.
<!-- tabs:start -->
### **Python3**
```python
class Solution:
def uniquePaths(self, m: int, n: int) -> int:
f = [[0] * n for _ in range(m)]
f[0][0] = 1
for i in range(m):
for j in range(n):
if i:
f[i][j] += f[i - 1][j]
if j:
f[i][j] += f[i][j - 1]
return f[-1][-1]
```
```python
class Solution:
def uniquePaths(self, m: int, n: int) -> int:
f = [[1] * n for _ in range(m)]
for i in range(1, m):
for j in range(1, n):
f[i][j] = f[i - 1][j] + f[i][j - 1]
return f[-1][-1]
```
### **Java**
```java
class Solution {
public int uniquePaths(int m, int n) {
var f = new int[m][n];
f[0][0] = 1;
for (int i = 0; i < m; ++i) {
for (int j = 0; j < n; ++j) {
if (i > 0) {
f[i][j] += f[i - 1][j];
}
if (j > 0) {
f[i][j] += f[i][j - 1];
}
}
}
return f[m - 1][n - 1];
}
}
```
```java
class Solution {
public int uniquePaths(int m, int n) {
var f = new int[m][n];
for (var g : f) {
Arrays.fill(g, 1);
}
for (int i = 1; i < m; ++i) {
for (int j = 1; j < n; j++) {
f[i][j] = f[i - 1][j] + f[i][j - 1];
}
}
return f[m - 1][n - 1];
}
}
```
### **C++**
```cpp
class Solution {
public:
int uniquePaths(int m, int n) {
vector<vector<int>> f(m, vector<int>(n));
f[0][0] = 1;
for (int i = 0; i < m; ++i) {
for (int j = 0; j < n; ++j) {
if (i) {
f[i][j] += f[i - 1][j];
}
if (j) {
f[i][j] += f[i][j - 1];
}
}
}
return f[m - 1][n - 1];
}
};
```
```cpp
class Solution {
public:
int uniquePaths(int m, int n) {
vector<vector<int>> f(m, vector<int>(n, 1));
for (int i = 1; i < m; ++i) {
for (int j = 1; j < n; ++j) {
f[i][j] = f[i - 1][j] + f[i][j - 1];
}
}
return f[m - 1][n - 1];
}
};
```
### **Go**
```go
func uniquePaths(m int, n int) int {
f := make([][]int, m)
for i := range f {
f[i] = make([]int, n)
}
f[0][0] = 1
for i := 0; i < m; i++ {
for j := 0; j < n; j++ {
if i > 0 {
f[i][j] += f[i-1][j]
}
if j > 0 {
f[i][j] += f[i][j-1]
}
}
}
return f[m-1][n-1]
}
```
```go
func uniquePaths(m int, n int) int {
f := make([][]int, m)
for i := range f {
f[i] = make([]int, n)
for j := range f[i] {
f[i][j] = 1
}
}
for i := 1; i < m; i++ {
for j := 1; j < n; j++ {
f[i][j] = f[i-1][j] + f[i][j-1]
}
}
return f[m-1][n-1]
}
```
### **TypeScript**
```ts
function uniquePaths(m: number, n: number): number {
const f: number[][] = Array(m)
.fill(0)
.map(() => Array(n).fill(0));
f[0][0] = 1;
for (let i = 0; i < m; ++i) {
for (let j = 0; j < n; ++j) {
if (i > 0) {
f[i][j] += f[i - 1][j];
}
if (j > 0) {
f[i][j] += f[i][j - 1];
}
}
}
return f[m - 1][n - 1];
}
```
```ts
function uniquePaths(m: number, n: number): number {
const f: number[][] = Array(m)
.fill(0)
.map(() => Array(n).fill(1));
for (let i = 1; i < m; ++i) {
for (let j = 1; j < n; ++j) {
f[i][j] = f[i - 1][j] + f[i][j - 1];
}
}
return f[m - 1][n - 1];
}
```
### **JavaScript**
```js
/**
* @param {number} m
* @param {number} n
* @return {number}
*/
var uniquePaths = function (m, n) {
const f = Array(m)
.fill(0)
.map(() => Array(n).fill(0));
f[0][0] = 1;
for (let i = 0; i < m; ++i) {
for (let j = 0; j < n; ++j) {
if (i > 0) {
f[i][j] += f[i - 1][j];
}
if (j > 0) {
f[i][j] += f[i][j - 1];
}
}
}
return f[m - 1][n - 1];
};
```
```js
/**
* @param {number} m
* @param {number} n
* @return {number}
*/
var uniquePaths = function (m, n) {
const f = Array(m)
.fill(0)
.map(() => Array(n).fill(1));
for (let i = 1; i < m; ++i) {
for (let j = 1; j < n; ++j) {
f[i][j] = f[i - 1][j] + f[i][j - 1];
}
}
return f[m - 1][n - 1];
};
```
### **Rust**
```rust
impl Solution {
pub fn unique_paths(m: i32, n: i32) -> i32 {
let (m, n) = (m as usize, n as usize);
let mut dp = vec![1; n];
for i in 1..m {
for j in 1..n {
dp[j] += dp[j - 1];
}
}
dp[n - 1]
}
}
```
### **...**
```
```
<!-- tabs:end -->