重构黑板数据结构

README.md

@@ -156,8 +156,8 @@ enum Status {
 
    ```typescript
    // 在节点中使用黑板
-   class CustomAction extends BaseNode {
-       tick<T>(tree: BehaviorTree<T>): Status {
+   class CustomAction extends BTNode {
+       tick: Status {
            // 获取数据 - 使用节点实例作为命名空间
            const data = tree.blackboard.get<string>("key", this);
            

src/behaviortree/BTNode/AbstractNodes.ts

@@ -4,67 +4,70 @@
  * @Description: 抽象节点基类
  */
 
-import { BehaviorTree } from "../BehaviorTree";
-import { BaseNode } from "./BaseNode";
+import { IBlackboard } from "../Blackboard";
+import { BTNode, IBTNode } from "./BTNode";
 
 /**
- * 可以包含多个节点的集合装饰器基类
+ * 叶子节点 基类
+ * 没有子节点
  */
-export abstract class Composite extends BaseNode {
-    constructor(...children: BaseNode[]) {
-        super(children);
+export abstract class LeafNode extends BTNode {
+    constructor() {
+        super([]);
     }
 }
 
 /**
- * 修饰节点基类
- * 只能包含一个子节点
+ * 修饰节点 基类
+ * 有且仅有一个子节点
  */
-export abstract class Decorator extends BaseNode {
-    constructor(child: BaseNode) {
+export abstract class Decorator extends BTNode {
+    constructor(child: IBTNode) {
         super([child]);
     }
 }
 
 /**
- * 数值型装饰节点基类
- * 包含最大值和当前值的通用逻辑，适用于所有需要数值计数的装饰节点
+ * 组合节点 基类
+ * 多个子节点
+ */
+export abstract class Composite extends BTNode {
+    constructor(...children: IBTNode[]) {
+        super(children);
+    }
+}
+
+/**
+ * 数值型修饰节点 基类
+ * 包含最大值和当前值的通用逻辑，适用于所有需要数值计数的修饰节点
  */
 export abstract class NumericDecorator extends Decorator {
     protected readonly _max: number;
     protected _value: number = 0;
 
-    constructor(child: BaseNode, max: number = 1) {
+    constructor(child: IBTNode, max: number = 1) {
         super(child);
         this._max = max;
     }
 
-    protected override initialize<T>(tree: BehaviorTree<T>): void {
-        super.initialize(tree);
+    protected override open(): void {
+        super.open();
         this._value = 0;
     }
 }
 
 /**
- * 记忆装饰节点基类
+ * 记忆修饰节点基类
+ * 只有记忆节点才需要设置局部数据
  */
 export abstract class MemoryComposite extends Composite {
-    protected runningIndex = 0;
-
-    protected override initialize<T>(tree: BehaviorTree<T>): void {
-        super.initialize(tree);
-        // 检查是否需要重置记忆
-        const shouldReset = tree.blackboard.get(`reset_memory`, this);
-        if (shouldReset) {
-            this.runningIndex = 0;
-            tree.blackboard.delete(`reset_memory`, this);
-        }
+    public override _initialize(global: IBlackboard, branch: IBlackboard): void {
+        super._initialize(global, branch);
+        this._local = branch.createChild();
     }
 
-    /**
-     * 重置记忆状态，下次执行时将从第一个子节点开始
-     */
-    public resetMemory(): void {
-        this.runningIndex = 0;
+    protected override open(): void {
+        super.open();
+        this.set(`__nMemoryRunningIndex`, 0);
     }
 }

src/behaviortree/BTNode/Action.ts

@@ -1,16 +1,16 @@
-import type { BehaviorTree } from "../BehaviorTree";
 import { Status } from "../header";
-import { BaseNode } from "./BaseNode";
+import { LeafNode } from "./AbstractNodes";
+import { IBTNode } from "./BTNode";
 
-export class Action extends BaseNode {
-    protected _func: (subject?: any) => Status;
-    constructor(func: (subject?: any) => Status) {
+export class Action extends LeafNode {
+    protected _func: (node: IBTNode) => Status;
+    constructor(func: (node: IBTNode) => Status) {
         super();
         this._func = func;
     }
 
-    public tick<T>(tree: BehaviorTree<T>): Status {
-        return this._func?.(tree.subject) ?? Status.SUCCESS;
+    public tick(): Status {
+        return this._func?.(this) ?? Status.SUCCESS;
     }
 }
 
@@ -19,7 +19,7 @@ export class Action extends BaseNode {
  * 次数内，返回RUNNING
  * 超次，返回SUCCESS
  */
-export class WaitTicks extends BaseNode {
+export class WaitTicks extends LeafNode {
     private _max: number;
     private _value: number;
 
@@ -29,12 +29,12 @@ export class WaitTicks extends BaseNode {
         this._value = 0;
     }
 
-    protected override initialize<T>(tree: BehaviorTree<T>): void {
-        super.initialize(tree);
+    protected override open(): void {
+        super.open();
         this._value = 0;
     }
 
-    public tick<T>(tree: BehaviorTree<T>): Status {
+    public tick(): Status {
         if (++this._value >= this._max) {
             return Status.SUCCESS;
         }
@@ -46,7 +46,7 @@ export class WaitTicks extends BaseNode {
  * 时间等待节点 时间(秒) 
  * 时间到后返回SUCCESS，否则返回RUNNING
  */
-export class WaitTime extends BaseNode {
+export class WaitTime extends LeafNode {
     private _max: number;
     private _value: number = 0;
     constructor(duration: number = 0) {
@@ -54,12 +54,12 @@ export class WaitTime extends BaseNode {
         this._max = duration * 1000;
     }
 
-    protected override initialize<T>(tree: BehaviorTree<T>): void {
-        super.initialize(tree);
+    protected override open(): void {
+        super.open();
         this._value = new Date().getTime();
     }
 
-    public tick<T>(tree: BehaviorTree<T>): Status {
+    public tick(): Status {
         const currTime = new Date().getTime();
         if (currTime - this._value >= this._max) {
             return Status.SUCCESS;

src/behaviortree/BTNode/BTNode.ts

@@ -0,0 +1,169 @@
+import { globalBlackboard, IBlackboard } from "../Blackboard";
+import { Status } from "../header";
+
+export interface IBTNode {
+    readonly children: IBTNode[];
+    /** 本节点的的黑板引用 */
+    blackboard: IBlackboard;
+    /**
+     * 初始化节点
+     * @param root 树根节点的黑板
+     * @param parent 父节点的黑板
+     */
+    _initialize(root: IBlackboard, parent: IBlackboard): void;
+
+    _execute(): Status;
+    tick(): Status;
+    cleanupAll(): void;
+
+    /**
+     * 优先写入自己的黑板数据, 如果没有则写入父节点的黑板数据
+     */
+    set<T>(key: string, value: T): void;
+    get<T>(key: string): T;
+
+    /**
+     * 写入树根节点的黑板数据
+     */
+    setRoot<T>(key: string, value: T): void;
+    getRoot<T>(key: string): T;
+
+    /**
+     * 写入全局黑板数据
+     */
+    setGlobal<T>(key: string, value: T): void;
+    getGlobal<T>(key: string): T;
+}
+
+
+/**
+ * 基础节点
+ * 每个节点只管理自己需要的状态
+ */
+export abstract class BTNode implements IBTNode {
+    public readonly children: IBTNode[];
+
+    /** 树根节点的黑板引用 */
+    protected _root!: IBlackboard;
+    /** 本节点的的黑板引用 可能等于 _parent */
+    protected _local!: IBlackboard;
+
+    private _isRunning: boolean;
+    /**
+     * 创建
+     * @param children 子节点列表
+     */
+    constructor(children?: IBTNode[]) {
+        this.children = children ? [...children] : [];
+        this._isRunning = false;
+    }
+
+    /**
+     * 打开节点
+     * @param tree 行为树
+     * 
+     * @internal
+     */
+    public _initialize(root: IBlackboard, parent: IBlackboard): void {
+        this._root = root;
+        // 在需要的节点中重写，创建新的local
+        this._local = parent;
+    }
+
+    /**
+     * 执行节点
+     * @internal
+     */
+    public _execute(): Status {
+        // 首次执行时初始化
+        if (!this._isRunning) {
+            this._isRunning = true;
+            this.open();
+        }
+
+        // 执行核心逻辑
+        const status = this.tick();
+
+        // 执行完成时清理
+        if (status !== Status.RUNNING) {
+            this._isRunning = false;
+            this.close();
+        }
+
+        return status;
+    }
+
+    /**
+     * 初始化节点（首次执行时调用）
+     * 子类重写此方法进行状态初始化
+     */
+    protected open(): void { }
+
+    /**
+     * 执行节点逻辑
+     * 子类必须实现此方法
+     * @returns 执行状态
+     */
+    public abstract tick(): Status;
+
+    /**
+     * 清理节点（执行完成时调用）
+     * 子类重写此方法进行状态清理
+     */
+    protected close(): void { }
+
+    /**
+     * 递归清理节点及其所有子节点的状态
+     * 用于行为树中断时清理所有节点状态
+     */
+    public cleanupAll(): void {
+        // 清理基础状态
+        this._isRunning = false;
+
+        // 递归清理所有子节点
+        for (const child of this.children) {
+            child.cleanupAll();
+        }
+    }
+
+    /**
+     * 设置获取全局黑板数据
+     */
+    public set<T>(key: string, value: T): void {
+        this._local.set(key, value);
+    }
+
+    public get<T>(key: string): T {
+        return this._local.get(key);
+    }
+
+    /**
+     * 设置获取树根节点的黑板数据
+     */
+    public setRoot<T>(key: string, value: T): void {
+        this._root.set(key, value);
+    }
+
+    public getRoot<T>(key: string): T {
+        return this._root.get(key);
+    }
+
+    /** 
+     * 设置全局黑板数据 
+     */
+    public setGlobal<T>(key: string, value: T): void {
+        globalBlackboard.set(key, value);
+    }
+
+    public getGlobal<T>(key: string): T {
+        return globalBlackboard.get(key);
+    }
+
+    public get local(): IBlackboard {
+        return this._local;
+    }
+
+    public get blackboard(): IBlackboard {
+        return this._local;
+    }
+}

src/behaviortree/BTNode/BaseNode.ts

@@ -1,86 +0,0 @@
-import { BehaviorTree } from "../BehaviorTree";
-import { Status } from "../header";
-
-
-/**
- * 基础节点
- * 每个节点只管理自己需要的状态
- */
-export abstract class BaseNode {
-    public readonly children: BaseNode[];
-    private _id: string;
-    private _isRunning: boolean;
-
-    set id(id: string) { this._id = id; }
-    get id(): string { return this._id }
-
-    /**
-     * 创建
-     * @param children 子节点列表
-     */
-    constructor(children?: BaseNode[]) {
-        this._id = ""; // 临时值，将在树构造时被正确设置
-        this.children = children ? [...children] : [];
-        this._isRunning = false;
-    }
-
-    /**
-     * 执行节点
-     * @param tree 行为树
-     * @returns 状态
-     */
-    public _execute<T>(tree: BehaviorTree<T>): Status {
-        // 首次执行时初始化
-        if (!this._isRunning) {
-            this._isRunning = true;
-            this.initialize(tree);
-        }
-
-        // 执行核心逻辑
-        const status = this.tick(tree);
-
-        // 执行完成时清理
-        if (status !== Status.RUNNING) {
-            this._isRunning = false;
-            this.cleanup(tree);
-        }
-
-        return status;
-    }
-
-    /**
-     * 初始化节点（首次执行时调用）
-     * 子类重写此方法进行状态初始化
-     * @param tree 行为树
-     */
-    protected initialize<T>(tree: BehaviorTree<T>): void { }
-
-    /**
-     * 清理节点（执行完成时调用）
-     * 子类重写此方法进行状态清理
-     * @param tree 行为树
-     */
-    protected cleanup<T>(tree: BehaviorTree<T>): void { }
-
-    /**
-     * 执行节点逻辑
-     * 子类必须实现此方法
-     * @param tree 行为树
-     * @returns 执行状态
-     */
-    public abstract tick<T>(tree: BehaviorTree<T>): Status;
-
-    /**
-     * 递归清理节点及其所有子节点的状态
-     * 用于行为树中断时清理所有节点状态
-     */
-    public cleanupAll(): void {
-        // 清理基础状态
-        this._isRunning = false;
-
-        // 递归清理所有子节点
-        for (const child of this.children) {
-            child.cleanupAll();
-        }
-    }
-}

src/behaviortree/BTNode/Composite.ts

@@ -1,4 +1,3 @@
-import type { BehaviorTree } from "../BehaviorTree";
 import { Status } from "../header";
 import { Composite, MemoryComposite } from "./AbstractNodes";
 
@@ -8,12 +7,13 @@ import { Composite, MemoryComposite } from "./AbstractNodes";
  * 任意一个Child Node返回不为 FAILURE, 本Node向自己的Parent Node也返回Child Node状态
  */
 export class MemSelector extends MemoryComposite {
-    public tick<T>(tree: BehaviorTree<T>): Status {
-        for (let i = this.runningIndex; i < this.children.length; i++) {
-            let status = this.children[i]!._execute(tree);
+    public tick(): Status {
+        let index = this.get<number>(`__nMemoryRunningIndex`);
+        for (let i = index; i < this.children.length; i++) {
+            let status = this.children[i]!._execute();
             if (status !== Status.FAILURE) {
                 if (status === Status.RUNNING) {
-                    this.runningIndex = i;
+                    this.set(`__nMemoryRunningIndex`, i);
                 }
                 return status;
             }
@@ -30,12 +30,13 @@ export class MemSelector extends MemoryComposite {
  * 所有节点都返回 SUCCESS, 本节点才返回 SUCCESS
  */
 export class MemSequence extends MemoryComposite {
-    public tick<T>(tree: BehaviorTree<T>): Status {
-        for (let i = this.runningIndex; i < this.children.length; i++) {
-            let status = this.children[i]!._execute(tree);
+    public tick(): Status {
+        let index = this.get<number>(`__nMemoryRunningIndex`);
+        for (let i = index; i < this.children.length; i++) {
+            let status = this.children[i]!._execute();
             if (status !== Status.SUCCESS) {
                 if (status === Status.RUNNING) {
-                    this.runningIndex = i;
+                    this.set(`__nMemoryRunningIndex`, i);
                 }
                 return status;
             }
@@ -49,13 +50,13 @@ export class MemSequence extends MemoryComposite {
  * 从Child Node中随机选择一个执行
  */
 export class RandomSelector extends Composite {
-    public tick<T>(tree: BehaviorTree<T>): Status {
+    public tick(): Status {
         if (this.children.length === 0) {
             return Status.FAILURE;
         }
 
         const childIndex = Math.floor(Math.random() * this.children.length);
-        const status = this.children[childIndex]!._execute(tree);
+        const status = this.children[childIndex]!._execute();
         return status;
     }
 }
@@ -66,9 +67,9 @@ export class RandomSelector extends Composite {
  * 如遇到一个Child Node执行后返回 SUCCESS 或者 RUNNING，那停止迭代，本Node向自己的Parent Node也返回 SUCCESS 或 RUNNING
  */
 export class Selector extends Composite {
-    public tick<T>(tree: BehaviorTree<T>): Status {
+    public tick(): Status {
         for (let i = 0; i < this.children.length; i++) {
-            let status = this.children[i]!._execute(tree);
+            let status = this.children[i]!._execute();
             if (status !== Status.FAILURE) {
                 return status;
             }
@@ -84,9 +85,9 @@ export class Selector extends Composite {
  * 所有节点都返回 SUCCESS, 本节点才返回 SUCCESS
  */
 export class Sequence extends Composite {
-    public tick<T>(tree: BehaviorTree<T>): Status {
+    public tick(): Status {
         for (let i = 0; i < this.children.length; i++) {
-            let status = this.children[i]!._execute(tree);
+            let status = this.children[i]!._execute();
             if (status !== Status.SUCCESS) {
                 return status;
             }
@@ -96,21 +97,24 @@ export class Sequence extends Composite {
 }
 
 /**
- * 并行节点 每次进入全部重新执行一遍
- * 当执行本类型Node时，它将从begin到end迭代执行自己的Child Node：
- * 1. 当存在Child Node执行后返回 FAILURE, 本节点返回 FAILURE
- * 2. 当存在Child Node执行后返回 RUNNING, 本节点返回 RUNNING
- * 所有节点都返回 SUCCESS, 本节点才返回 SUCCESS
+ * 并行节点 每次进入全部执行一遍
+ * 它将从begin到end迭代执行自己的Child Node：
+ * 1. 任意子节点返回 FAILURE, 返回 FAILURE
+ * 2. 否则 任意子节点返回 RUNNING, 返回 RUNNING
+ * 3. 全部成功, 才返回 SUCCESS
  */
 export class Parallel extends Composite {
-    public tick<T>(tree: BehaviorTree<T>): Status {
+    public tick(): Status {
         let result = Status.SUCCESS;
         for (let i = 0; i < this.children.length; i++) {
-            let status = this.children[i]!._execute(tree);
-            if (status == Status.FAILURE) {
+            let status = this.children[i]!._execute();
+            if (result === Status.FAILURE || status === Status.FAILURE) {
                 result = Status.FAILURE;
-            } else if (result == Status.SUCCESS && status == Status.RUNNING) {
+                continue;
+            }
+            if (status === Status.RUNNING) {
                 result = Status.RUNNING;
+                continue;
             }
         }
         return result;
@@ -119,20 +123,23 @@ export class Parallel extends Composite {
 
 /**
  * 并行节点 每次进入全部重新执行一遍
- * 当执行本类型Node时，它将从begin到end迭代执行自己的Child Node：
- * 1. 当存在Child Node执行后返回 FAILURE, 本节点返回 FAILURE
- * 2. 任意 Child Node 返回 SUCCESS, 本节点返回 SUCCESS
+ * 它将从begin到end迭代执行自己的Child Node：
+ * 1. 任意子节点返回 SUCCESS, 返回 SUCCESS 
+ * 2. 否则, 任意子节点返回 FAILURE, 返回 FAILURE
  * 否则返回 RUNNING
  */
 export class ParallelAnySuccess extends Composite {
-    public tick<T>(tree: BehaviorTree<T>): Status {
+    public tick(): Status {
         let result = Status.RUNNING;
         for (let i = 0; i < this.children.length; i++) {
-            let status = this.children[i]!._execute(tree);
-            if (status == Status.FAILURE) {
-                result = Status.FAILURE;
-            } else if (result == Status.RUNNING && status == Status.SUCCESS) {
+            let status = this.children[i]!._execute();
+            if (result === Status.SUCCESS || status === Status.SUCCESS) {
                 result = Status.SUCCESS;
+                continue;
+            }
+            if (status === Status.FAILURE) {
+                result = Status.FAILURE;
+                continue;
             }
         }
         return result;

src/behaviortree/BTNode/Condition.ts

@@ -1,20 +1,20 @@
-import type { BehaviorTree } from "../BehaviorTree";
 import { Status } from "../header";
-import { BaseNode } from "./BaseNode";
+import { LeafNode } from "./AbstractNodes";
+import { IBTNode } from "./BTNode";
 
 /**
  * 条件节点
  * 根据条件函数返回SUCCESS或FAILURE
  */
-export class Condition extends BaseNode {
+export class Condition extends LeafNode {
     /** 执行函数 @internal */
-    private readonly _func: (subject: any) => boolean;
-    constructor(func: (subject: any) => boolean) {
+    private readonly _func: (node: IBTNode) => boolean;
+    constructor(func: (node: IBTNode) => boolean) {
         super();
         this._func = func;
     }
 
-    public tick<T>(tree: BehaviorTree<T>): Status {
-        return this._func?.(tree.subject) ? Status.SUCCESS : Status.FAILURE;
+    public tick(): Status {
+        return this._func?.(this) ? Status.SUCCESS : Status.FAILURE;
     }
 }

src/behaviortree/BTNode/Decorator.ts

@@ -4,10 +4,9 @@
  * @Description: 装饰节点 装饰节点下必须包含子节点
  */
 
-import type { BehaviorTree } from "../BehaviorTree";
 import { Status } from "../header";
 import { Decorator, NumericDecorator } from "./AbstractNodes";
-import { BaseNode } from "./BaseNode";
+import { IBTNode } from "./BTNode";
 
 /**
  * 结果反转节点
@@ -16,8 +15,8 @@ import { BaseNode } from "./BaseNode";
  * 第一个Child Node节点, 返回 SUCCESS, 本Node向自己的Parent Node也返回 FAILURE
  */
 export class Inverter extends Decorator {
-    public tick<T>(tree: BehaviorTree<T>): Status {
-        const status = this.children[0]!._execute(tree);
+    public tick(): Status {
+        const status = this.children[0]!._execute();
 
         if (status === Status.SUCCESS) {
             return Status.FAILURE;
@@ -41,44 +40,35 @@ export class LimitTime extends NumericDecorator {
      * @param child 子节点 
      * @param max 最大时间 (秒) 默认1秒
      */
-    constructor(child: BaseNode, max: number = 1) {
+    constructor(child: IBTNode, max: number = 1) {
         super(child, max * 1000);
     }
 
-    protected override initialize<T>(tree: BehaviorTree<T>): void {
-        super.initialize(tree);
+    protected override open(): void {
         this._value = Date.now();
     }
 
-    public tick<T>(tree: BehaviorTree<T>): Status {
+    public tick(): Status {
         const currentTime = Date.now();
-
         if (currentTime - this._value > this._max) {
             return Status.FAILURE;
         }
-
-        return this.children[0]!._execute(tree);
+        return this.children[0]!._execute();
     }
 }
 
 /**
  * 次数限制节点
  * 必须且只能包含一个子节点
- * 次数限制内, 返回子节点的状态, 次数达到后, 直接返回失败
+ * 次数超过后, 直接返回失败; 次数未超过, 返回子节点状态
  */
-export class LimitTimes extends NumericDecorator {
-    public tick<T>(tree: BehaviorTree<T>): Status {
-        if (this._value >= this._max) {
+export class LimitTicks extends NumericDecorator {
+    public tick(): Status {
+        this._value++;
+        if (this._value > this._max) {
             return Status.FAILURE;
         }
-        const status = this.children[0]!._execute(tree);
-        if (status !== Status.RUNNING) {
-            this._value++;
-            if (this._value < this._max) {
-                return Status.RUNNING;
-            }
-        }
-        return status;
+        return this.children[0]!._execute();
     }
 }
 
@@ -89,9 +79,9 @@ export class LimitTimes extends NumericDecorator {
  * 次数超过之后返回子节点状态，否则返回 RUNNING
  */
 export class Repeat extends NumericDecorator {
-    public tick<T>(tree: BehaviorTree<T>): Status {
+    public tick(): Status {
         // 执行子节点
-        const status = this.children[0]!._execute(tree);
+        const status = this.children[0]!._execute();
         // 如果子节点完成（成功或失败），增加计数
         if (status === Status.SUCCESS || status === Status.FAILURE) {
             this._value++;
@@ -112,8 +102,8 @@ export class Repeat extends NumericDecorator {
  * 子节点成功 计数+1
  */
 export class RepeatUntilFailure extends NumericDecorator {
-    public tick<T>(tree: BehaviorTree<T>): Status {
-        const status = this.children[0]!._execute(tree);
+    public tick(): Status {
+        const status = this.children[0]!._execute();
         if (status === Status.FAILURE) {
             return Status.FAILURE;
         }
@@ -136,9 +126,9 @@ export class RepeatUntilFailure extends NumericDecorator {
  * 子节点失败, 计数+1
  */
 export class RepeatUntilSuccess extends NumericDecorator {
-    public tick<T>(tree: BehaviorTree<T>): Status {
+    public tick(): Status {
         // 执行子节点
-        const status = this.children[0]!._execute(tree);
+        const status = this.children[0]!._execute();
         if (status === Status.SUCCESS) {
             return Status.SUCCESS;
         }

src/behaviortree/BehaviorTree.ts

@@ -1,5 +1,6 @@
-import { Blackboard } from "./Blackboard";
-import { BaseNode } from "./BTNode/BaseNode";
+import { Blackboard, IBlackboard } from "./Blackboard";
+import { IBTNode } from "./BTNode/BTNode";
+import { Status } from "./header";
 
 /**
  * 行为树
@@ -9,36 +10,23 @@ export class BehaviorTree<T> {
     /** 
      * @internal
      */
-    private _root: BaseNode;
+    private _root: IBTNode;
     /** 
      * @internal
      */
-    private _blackboard: Blackboard;
-    /** 
-     * @internal
-     */
-    private _subject: T;
+    private _blackboard: IBlackboard;
 
-    /** 
-     * 节点ID计数器，每个树实例独立管理
-     * @internal
-     */
-    private _nodeIdCounter: number = 0;
-
-    get root(): BaseNode { return this._root; }
-    get blackboard() { return this._blackboard }
-    get subject(): T { return this._subject; }
+    get root(): IBTNode { return this._root; }
+    get blackboard(): IBlackboard { return this._blackboard }
 
     /**
      * constructor
-     * @param subject 主体
+     * @param entity 实体
      * @param root 根节点
      */
-    constructor(subject: T, root: BaseNode) {
+    constructor(entity: T, root: IBTNode) {
         this._root = root;
-        this._blackboard = new Blackboard();
-        this._subject = subject;
-
+        this._blackboard = new Blackboard(undefined, entity);
         // 构造时就初始化所有节点ID，避免运行时检查
         this._initializeAllNodeIds(this._root);
     }
@@ -46,17 +34,8 @@ export class BehaviorTree<T> {
     /**
      * 执行行为树
      */
-    public tick(): void {
-        this._root._execute(this);
-    }
-
-    /**
-     * 生成节点ID
-     * 每个树实例独立管理节点ID，避免全局状态污染
-     * @internal
-     */
-    private _generateNodeId(): string {
-        return `${++this._nodeIdCounter}`;
+    public tick(): Status {
+        return this._root._execute();
     }
 
     /**
@@ -65,13 +44,12 @@ export class BehaviorTree<T> {
      * @param node 要初始化的节点
      * @internal
      */
-    private _initializeAllNodeIds(node: BaseNode): void {
+    private _initializeAllNodeIds(node: IBTNode, parent?: IBTNode): void {
         // 设置当前节点ID
-        node.id = this._generateNodeId();
-
+        node._initialize(this._blackboard, parent ? parent.blackboard : this._blackboard);
         // 递归设置所有子节点ID
         for (const child of node.children) {
-            this._initializeAllNodeIds(child);
+            this._initializeAllNodeIds(child, node);
         }
     }
 
@@ -84,14 +62,4 @@ export class BehaviorTree<T> {
         // 重置所有节点的状态
         this._root.cleanupAll();
     }
-
-    /**
-     * 重置指定记忆节点的记忆状态
-     * 用于精确控制记忆节点的重置，而不影响其他状态
-     * @param node 记忆节点
-     */
-    public resetMemoryNode(node: BaseNode): void {
-        // 通过黑板标记该节点需要重置记忆
-        this._blackboard.set(`reset_memory`, true, node);
-    }
 }

src/behaviortree/Blackboard.ts

@@ -4,67 +4,90 @@
  * @Description: 行为树共享数据
  * 
  * 专门用于存储和管理行为树执行过程中的共享数据
- * 使用 Symbol 作为键实现高性能且安全的键值存储
  */
 
-// 为了避免循环依赖，我们定义一个最小接口
-interface IBlackboardNode {
-    readonly id: string;
+
+/** 
+ * 黑板数据接口
+ */
+export interface IBlackboard {
+    get<T>(key: string): T;
+    set<T>(key: string, value: T): void;
+    delete(key: string): void;
+    has(key: string): boolean;
+    clear(): void;
+    createChild(scope?: number): IBlackboard;
 }
 
-export class Blackboard {
-    private readonly _data = new Map<IBlackboardNode, Map<string, any>>();
+/**
+ * 黑板类
+ */
+export class Blackboard implements IBlackboard {
+    private readonly _data = new Map<string, any>();
+    public parent?: Blackboard | undefined;
+    public children = new Set<Blackboard>();
+
+    /** 实体 */
+    private readonly _entity: any;
+    public get entity(): any {
+        return this._entity || this.parent?.entity;
+    }
+
+    constructor(parent?: Blackboard, entity?: any) {
+        this.parent = parent;
+        if (parent) {
+            parent.children.add(this);
+        }
+
+        this._entity = entity;
+    }
+
+    /** 核心: 查找链实现 */
+    public get<T>(key: string): T {
+        if (this._data.has(key)) {
+            return this._data.get(key) as T;
+        }
+        return this.parent?.get(key) as T;
+    }
+
+    /** 写入: 只在当前层 */
+    public set<T>(key: string, value: T): void {
+        this._data.set(key, value);
+    }
+
+    /** 检查: 沿链查找 */
+    public has(key: string): boolean {
+        return this._data.has(key) || (this.parent?.has(key) ?? false);
+    }
+
+    public delete(key: string): void {
+        this._data.delete(key);
+    }
+
+    public createChild(): Blackboard {
+        return new Blackboard(this);
+    }
 
     public clear(): void {
+        // 从父黑板中删除自己
+        if (this.parent) {
+            this.parent.children.delete(this);
+        }
+
+        // 清理所有子黑板
+        this.children.forEach(child => {
+            child.parent = undefined;
+        });
+
+        this.children.clear();
+
+        // 断开父级引用
+        this.parent = undefined;
+
+        // 清空当前黑板数据
         this._data.clear();
     }
+}
 
-    /**
-     * 设置数据
-     * @param key 键名
-     * @param value 值
-     * @param node 节点实例（用于生成唯一 Symbol）
-     */
-    public set<T>(key: string, value: T, node: IBlackboardNode): void {
-        let map = this._data.get(node);
-        if (!map) {
-            map = new Map();
-            this._data.set(node, map);
-        }
-        map.set(key, value);
-    }
-
-    /**
-     * 获取数据
-     * @param key 键名
-     * @param node 节点实例
-     * @returns 值
-     */
-    public get<T>(key: string, node: IBlackboardNode): T | undefined {
-        return this._data.get(node)?.get(key) as T;
-    }
-
-    /**
-     * 检查是否存在指定键
-     * @param key 键名
-     * @param node 节点实例
-     * @returns 是否存在
-     */
-    public has(key: string, node: IBlackboardNode): boolean {
-        return this._data.has(node) ? this._data.get(node)?.has(key) || false : false;
-    }
-
-    /**
-     * 删除指定键的数据
-     * @param key 键名
-     * @param node 节点实例
-     * @returns 是否删除成功
-     */
-    public delete(key: string, node: IBlackboardNode): boolean {
-        if (this.has(key, node)) {
-            this._data.get(node)?.delete(key);
-            return true;
-        }
-        return false;
-    }
-}
+// 全局共享的黑板实例
+export const globalBlackboard = new Blackboard();

src/kunpocc-behaviortree.ts

@@ -4,7 +4,7 @@ export { BehaviorTree } from "./behaviortree/BehaviorTree";
 export { Blackboard } from "./behaviortree/Blackboard";
 export * from "./behaviortree/BTNode/AbstractNodes";
 export * from "./behaviortree/BTNode/Action";
-export { BaseNode as Node } from "./behaviortree/BTNode/BaseNode";
+export { IBTNode } from "./behaviortree/BTNode/BTNode";
 export * from "./behaviortree/BTNode/Composite";
 export { Condition } from "./behaviortree/BTNode/Condition";
 export * from "./behaviortree/BTNode/Decorator";