diff --git a/python/ray/dashboard/client/src/api.ts b/python/ray/dashboard/client/src/api.ts
index afe6c9358..d650f6fef 100644
--- a/python/ray/dashboard/client/src/api.ts
+++ b/python/ray/dashboard/client/src/api.ts
@@ -87,12 +87,40 @@ export interface NodeInfoResponse {
 export const getNodeInfo = () => get<NodeInfoResponse>("/api/node_info", {});
 
 export interface RayletInfoResponse {
-  [ip: string]: {
-    extraInfo?: string;
-    workersStats: {
-      isDriver?: boolean;
-      pid: number;
-    }[];
+  nodes: {
+    [ip: string]: {
+      extraInfo?: string;
+      workersStats: {
+        pid: number;
+        isDriver?: boolean;
+      }[];
+    };
+  };
+  actors: {
+    [actorId: string]:
+      | {
+          actorId: string;
+          children: RayletInfoResponse["actors"];
+          ipAddress: string;
+          isDirectCall: boolean;
+          jobId: string;
+          numLocalObjects: number;
+          numObjectIdsInScope: number;
+          port: number;
+          state: 0 | 1 | 2;
+          taskQueueLength: number;
+          usedObjectStoreMemory: number;
+          usedResources: { [key: string]: number };
+          currentTaskDesc?: string;
+          currentTaskFuncDesc?: string[];
+          numPendingTasks?: number;
+          webuiDisplay?: string;
+        }
+      | {
+          actorId: string;
+          requiredResources: { [key: string]: number };
+          state: -1;
+        };
   };
 }
 
diff --git a/python/ray/dashboard/client/src/pages/dashboard/Dashboard.tsx b/python/ray/dashboard/client/src/pages/dashboard/Dashboard.tsx
index 899ac5518..49fdc3fd1 100644
--- a/python/ray/dashboard/client/src/pages/dashboard/Dashboard.tsx
+++ b/python/ray/dashboard/client/src/pages/dashboard/Dashboard.tsx
@@ -1,10 +1,18 @@
 import { Theme } from "@material-ui/core/styles/createMuiTheme";
 import createStyles from "@material-ui/core/styles/createStyles";
 import withStyles, { WithStyles } from "@material-ui/core/styles/withStyles";
+import Tab from "@material-ui/core/Tab";
+import Tabs from "@material-ui/core/Tabs";
 import Typography from "@material-ui/core/Typography";
 import React from "react";
+import { connect } from "react-redux";
+import { getNodeInfo, getRayletInfo } from "../../api";
+import { StoreState } from "../../store";
+import LastUpdated from "./LastUpdated";
+import LogicalView from "./logical-view/LogicalView";
 import NodeInfo from "./node-info/NodeInfo";
 import RayConfig from "./ray-config/RayConfig";
+import { dashboardActions } from "./state";
 
 const styles = (theme: Theme) =>
   createStyles({
@@ -14,20 +22,78 @@ const styles = (theme: Theme) =>
       "& > :not(:first-child)": {
         marginTop: theme.spacing(4)
       }
+    },
+    tabs: {
+      borderBottomColor: theme.palette.divider,
+      borderBottomStyle: "solid",
+      borderBottomWidth: 1
     }
   });
 
-class Dashboard extends React.Component<WithStyles<typeof styles>> {
+const mapStateToProps = (state: StoreState) => ({
+  tab: state.dashboard.tab
+});
+
+const mapDispatchToProps = dashboardActions;
+
+class Dashboard extends React.Component<
+  WithStyles<typeof styles> &
+    ReturnType<typeof mapStateToProps> &
+    typeof mapDispatchToProps
+> {
+  refreshNodeAndRayletInfo = async () => {
+    try {
+      const [nodeInfo, rayletInfo] = await Promise.all([
+        getNodeInfo(),
+        getRayletInfo()
+      ]);
+      this.props.setNodeAndRayletInfo({ nodeInfo, rayletInfo });
+      this.props.setError(null);
+    } catch (error) {
+      this.props.setError(error.toString());
+    } finally {
+      setTimeout(this.refreshNodeAndRayletInfo, 1000);
+    }
+  };
+
+  async componentDidMount() {
+    await this.refreshNodeAndRayletInfo();
+  }
+
+  handleTabChange = (event: React.ChangeEvent<{}>, value: number) => {
+    this.props.setTab(value);
+  };
+
   render() {
-    const { classes } = this.props;
+    const { classes, tab } = this.props;
+    const tabs = [
+      { label: "Machine view", component: NodeInfo },
+      { label: "Logical view", component: LogicalView },
+      { label: "Ray config", component: RayConfig }
+    ];
+    const SelectedComponent = tabs[tab].component;
     return (
       <div className={classes.root}>
         <Typography variant="h5">Ray Dashboard</Typography>
-        <NodeInfo />
-        <RayConfig />
+        <Tabs
+          className={classes.tabs}
+          indicatorColor="primary"
+          onChange={this.handleTabChange}
+          textColor="primary"
+          value={tab}
+        >
+          {tabs.map(({ label }) => (
+            <Tab key={label} label={label} />
+          ))}
+        </Tabs>
+        <SelectedComponent />
+        <LastUpdated />
       </div>
     );
   }
 }
 
-export default withStyles(styles)(Dashboard);
+export default connect(
+  mapStateToProps,
+  mapDispatchToProps
+)(withStyles(styles)(Dashboard));
diff --git a/python/ray/dashboard/client/src/pages/dashboard/node-info/LastUpdated.tsx b/python/ray/dashboard/client/src/pages/dashboard/LastUpdated.tsx
similarity index 96%
rename from python/ray/dashboard/client/src/pages/dashboard/node-info/LastUpdated.tsx
rename to python/ray/dashboard/client/src/pages/dashboard/LastUpdated.tsx
index 130178c05..40d3c1ab5 100644
--- a/python/ray/dashboard/client/src/pages/dashboard/node-info/LastUpdated.tsx
+++ b/python/ray/dashboard/client/src/pages/dashboard/LastUpdated.tsx
@@ -4,7 +4,7 @@ import withStyles, { WithStyles } from "@material-ui/core/styles/withStyles";
 import Typography from "@material-ui/core/Typography";
 import React from "react";
 import { connect } from "react-redux";
-import { StoreState } from "../../../store";
+import { StoreState } from "../../store";
 
 const styles = (theme: Theme) =>
   createStyles({
diff --git a/python/ray/dashboard/client/src/pages/dashboard/logical-view/Actor.tsx b/python/ray/dashboard/client/src/pages/dashboard/logical-view/Actor.tsx
new file mode 100644
index 000000000..364adfe18
--- /dev/null
+++ b/python/ray/dashboard/client/src/pages/dashboard/logical-view/Actor.tsx
@@ -0,0 +1,162 @@
+import Typography from "@material-ui/core/Typography";
+import { Theme } from "@material-ui/core/styles/createMuiTheme";
+import createStyles from "@material-ui/core/styles/createStyles";
+import withStyles, { WithStyles } from "@material-ui/core/styles/withStyles";
+import React from "react";
+import { RayletInfoResponse } from "../../../api";
+import Actors from "./Actors";
+import Collapse from "@material-ui/core/Collapse";
+
+const styles = (theme: Theme) =>
+  createStyles({
+    root: {
+      borderColor: theme.palette.divider,
+      borderStyle: "solid",
+      borderWidth: 1,
+      marginTop: theme.spacing(2),
+      padding: theme.spacing(2)
+    },
+    title: {
+      color: theme.palette.text.secondary,
+      fontSize: "0.75rem"
+    },
+    infeasible: {
+      color: theme.palette.error.main
+    },
+    information: {
+      fontSize: "0.875rem"
+    },
+    datum: {
+      "&:not(:first-child)": {
+        marginLeft: theme.spacing(2)
+      }
+    },
+    webuiDisplay: {
+      fontSize: "0.875rem"
+    },
+    expandCollapseButton: {
+      color: theme.palette.primary.main,
+      "&:hover": {
+        cursor: "pointer"
+      }
+    }
+  });
+
+interface Props {
+  actor: RayletInfoResponse["actors"][keyof RayletInfoResponse["actors"]];
+}
+
+interface State {
+  expanded: boolean;
+}
+
+class Actor extends React.Component<Props & WithStyles<typeof styles>, State> {
+  state: State = {
+    expanded: true
+  };
+
+  setExpanded = (expanded: boolean) => () => {
+    this.setState({ expanded });
+  };
+
+  render() {
+    const { classes, actor } = this.props;
+    const { expanded } = this.state;
+
+    const information =
+      actor.state !== -1
+        ? [
+            {
+              label: "ID",
+              value: actor.actorId
+            },
+            {
+              label: "Resources",
+              value:
+                Object.entries(actor.usedResources).length > 0 &&
+                Object.entries(actor.usedResources)
+                  .map(([key, value]) => `${value.toLocaleString()} ${key}`)
+                  .join(", ")
+            },
+            {
+              label: "Pending",
+              value:
+                actor.taskQueueLength !== undefined &&
+                actor.taskQueueLength > 0 &&
+                actor.taskQueueLength.toLocaleString()
+            },
+            {
+              label: "Task",
+              value:
+                actor.currentTaskFuncDesc && actor.currentTaskFuncDesc.join(".")
+            }
+          ]
+        : [
+            {
+              label: "ID",
+              value: actor.actorId
+            },
+            {
+              label: "Required resources",
+              value:
+                Object.entries(actor.requiredResources).length > 0 &&
+                Object.entries(actor.requiredResources)
+                  .map(([key, value]) => `${value.toLocaleString()} ${key}`)
+                  .join(", ")
+            }
+          ];
+
+    return (
+      <div className={classes.root}>
+        <Typography className={classes.title}>
+          {actor.state !== -1 ? (
+            <React.Fragment>
+              Actor {actor.actorId}{" "}
+              {Object.entries(actor.children).length > 0 && (
+                <React.Fragment>
+                  (
+                  <span
+                    className={classes.expandCollapseButton}
+                    onClick={this.setExpanded(!expanded)}
+                  >
+                    {expanded ? "Collapse" : "Expand"}
+                  </span>
+                  )
+                </React.Fragment>
+              )}
+            </React.Fragment>
+          ) : (
+            <span className={classes.infeasible}>Infeasible actor</span>
+          )}
+        </Typography>
+        <Typography className={classes.information}>
+          {information.map(
+            ({ label, value }) =>
+              value &&
+              value.length > 0 && (
+                <React.Fragment key={label}>
+                  <span className={classes.datum}>
+                    {label}: {value}
+                  </span>{" "}
+                </React.Fragment>
+              )
+          )}
+        </Typography>
+        {actor.state !== -1 && (
+          <React.Fragment>
+            {actor.webuiDisplay && (
+              <Typography className={classes.webuiDisplay}>
+                {actor.webuiDisplay}
+              </Typography>
+            )}
+            <Collapse in={expanded}>
+              <Actors actors={actor.children} />
+            </Collapse>
+          </React.Fragment>
+        )}
+      </div>
+    );
+  }
+}
+
+export default withStyles(styles)(Actor);
diff --git a/python/ray/dashboard/client/src/pages/dashboard/logical-view/Actors.tsx b/python/ray/dashboard/client/src/pages/dashboard/logical-view/Actors.tsx
new file mode 100644
index 000000000..16be65a9c
--- /dev/null
+++ b/python/ray/dashboard/client/src/pages/dashboard/logical-view/Actors.tsx
@@ -0,0 +1,23 @@
+import { Theme } from "@material-ui/core/styles/createMuiTheme";
+import createStyles from "@material-ui/core/styles/createStyles";
+import withStyles, { WithStyles } from "@material-ui/core/styles/withStyles";
+import React from "react";
+import { RayletInfoResponse } from "../../../api";
+import Actor from "./Actor";
+
+const styles = (theme: Theme) => createStyles({});
+
+interface Props {
+  actors: RayletInfoResponse["actors"];
+}
+
+class Actors extends React.Component<Props & WithStyles<typeof styles>> {
+  render() {
+    const { actors } = this.props;
+    return Object.entries(actors).map(([actorId, actor]) => (
+      <Actor actor={actor} key={actorId} />
+    ));
+  }
+}
+
+export default withStyles(styles)(Actors);
diff --git a/python/ray/dashboard/client/src/pages/dashboard/logical-view/LogicalView.tsx b/python/ray/dashboard/client/src/pages/dashboard/logical-view/LogicalView.tsx
new file mode 100644
index 000000000..f528274ca
--- /dev/null
+++ b/python/ray/dashboard/client/src/pages/dashboard/logical-view/LogicalView.tsx
@@ -0,0 +1,38 @@
+import { Theme } from "@material-ui/core/styles/createMuiTheme";
+import createStyles from "@material-ui/core/styles/createStyles";
+import withStyles, { WithStyles } from "@material-ui/core/styles/withStyles";
+import Typography from "@material-ui/core/Typography";
+import React from "react";
+import { connect } from "react-redux";
+import { StoreState } from "../../../store";
+import Actors from "./Actors";
+
+const styles = (theme: Theme) => createStyles({});
+
+const mapStateToProps = (state: StoreState) => ({
+  rayletInfo: state.dashboard.rayletInfo
+});
+
+class LogicalView extends React.Component<
+  WithStyles<typeof styles> & ReturnType<typeof mapStateToProps>
+> {
+  render() {
+    const { rayletInfo } = this.props;
+
+    if (rayletInfo === null) {
+      return <Typography color="textSecondary">Loading...</Typography>;
+    }
+
+    if (Object.entries(rayletInfo.actors).length === 0) {
+      return <Typography color="textSecondary">No actors found.</Typography>;
+    }
+
+    return (
+      <div>
+        <Actors actors={rayletInfo.actors} />
+      </div>
+    );
+  }
+}
+
+export default connect(mapStateToProps)(withStyles(styles)(LogicalView));
diff --git a/python/ray/dashboard/client/src/pages/dashboard/node-info/NodeInfo.tsx b/python/ray/dashboard/client/src/pages/dashboard/node-info/NodeInfo.tsx
index 0cbf6bf88..a84b92e87 100644
--- a/python/ray/dashboard/client/src/pages/dashboard/node-info/NodeInfo.tsx
+++ b/python/ray/dashboard/client/src/pages/dashboard/node-info/NodeInfo.tsx
@@ -9,22 +9,12 @@ import TableRow from "@material-ui/core/TableRow";
 import Typography from "@material-ui/core/Typography";
 import React from "react";
 import { connect } from "react-redux";
-import { getNodeInfo, getRayletInfo } from "../../../api";
 import { StoreState } from "../../../store";
-import { dashboardActions } from "../state";
-import LastUpdated from "./LastUpdated";
 import NodeRowGroup from "./NodeRowGroup";
 import TotalRow from "./TotalRow";
 
 const styles = (theme: Theme) =>
   createStyles({
-    root: {
-      backgroundColor: theme.palette.background.paper,
-      padding: theme.spacing(2),
-      "& > :not(:first-child)": {
-        marginTop: theme.spacing(2)
-      }
-    },
     table: {
       marginTop: theme.spacing(1)
     },
@@ -42,41 +32,14 @@ const mapStateToProps = (state: StoreState) => ({
   rayletInfo: state.dashboard.rayletInfo
 });
 
-const mapDispatchToProps = dashboardActions;
-
 class NodeInfo extends React.Component<
-  WithStyles<typeof styles> &
-    ReturnType<typeof mapStateToProps> &
-    typeof mapDispatchToProps
+  WithStyles<typeof styles> & ReturnType<typeof mapStateToProps>
 > {
-  refreshNodeInfo = async () => {
-    try {
-      const [nodeInfo, rayletInfo] = await Promise.all([
-        getNodeInfo(),
-        getRayletInfo()
-      ]);
-      this.props.setNodeInfoAndRayletInfo({ nodeInfo, rayletInfo });
-      this.props.setError(null);
-    } catch (error) {
-      this.props.setError(error.toString());
-    } finally {
-      setTimeout(this.refreshNodeInfo, 1000);
-    }
-  };
-
-  async componentDidMount() {
-    await this.refreshNodeInfo();
-  }
-
   render() {
     const { classes, nodeInfo, rayletInfo } = this.props;
 
     if (nodeInfo === null || rayletInfo === null) {
-      return (
-        <Typography className={classes.root} color="textSecondary">
-          Loading...
-        </Typography>
-      );
+      return <Typography color="textSecondary">Loading...</Typography>;
     }
 
     const logCounts: {
@@ -125,49 +88,46 @@ class NodeInfo extends React.Component<
     }
 
     return (
-      <div>
-        <Typography>Node information:</Typography>
-        <Table className={classes.table}>
-          <TableHead>
-            <TableRow>
-              <TableCell className={classes.cell} />
-              <TableCell className={classes.cell}>Host</TableCell>
-              <TableCell className={classes.cell}>Workers</TableCell>
-              <TableCell className={classes.cell}>Uptime</TableCell>
-              <TableCell className={classes.cell}>CPU</TableCell>
-              <TableCell className={classes.cell}>RAM</TableCell>
-              <TableCell className={classes.cell}>Disk</TableCell>
-              <TableCell className={classes.cell}>Sent</TableCell>
-              <TableCell className={classes.cell}>Received</TableCell>
-              <TableCell className={classes.cell}>Logs</TableCell>
-              <TableCell className={classes.cell}>Errors</TableCell>
-            </TableRow>
-          </TableHead>
-          <TableBody>
-            {nodeInfo.clients.map(client => (
-              <NodeRowGroup
-                key={client.ip}
-                node={client}
-                raylet={client.ip in rayletInfo ? rayletInfo[client.ip] : null}
-                logCounts={logCounts[client.ip]}
-                errorCounts={errorCounts[client.ip]}
-                initialExpanded={nodeInfo.clients.length <= 4}
-              />
-            ))}
-            <TotalRow
-              nodes={nodeInfo.clients}
-              logCounts={logCounts}
-              errorCounts={errorCounts}
+      <Table className={classes.table}>
+        <TableHead>
+          <TableRow>
+            <TableCell className={classes.cell} />
+            <TableCell className={classes.cell}>Host</TableCell>
+            <TableCell className={classes.cell}>Workers</TableCell>
+            <TableCell className={classes.cell}>Uptime</TableCell>
+            <TableCell className={classes.cell}>CPU</TableCell>
+            <TableCell className={classes.cell}>RAM</TableCell>
+            <TableCell className={classes.cell}>Disk</TableCell>
+            <TableCell className={classes.cell}>Sent</TableCell>
+            <TableCell className={classes.cell}>Received</TableCell>
+            <TableCell className={classes.cell}>Logs</TableCell>
+            <TableCell className={classes.cell}>Errors</TableCell>
+          </TableRow>
+        </TableHead>
+        <TableBody>
+          {nodeInfo.clients.map(client => (
+            <NodeRowGroup
+              key={client.ip}
+              node={client}
+              raylet={
+                client.ip in rayletInfo.nodes
+                  ? rayletInfo.nodes[client.ip]
+                  : null
+              }
+              logCounts={logCounts[client.ip]}
+              errorCounts={errorCounts[client.ip]}
+              initialExpanded={nodeInfo.clients.length <= 4}
             />
-          </TableBody>
-        </Table>
-        <LastUpdated />
-      </div>
+          ))}
+          <TotalRow
+            nodes={nodeInfo.clients}
+            logCounts={logCounts}
+            errorCounts={errorCounts}
+          />
+        </TableBody>
+      </Table>
     );
   }
 }
 
-export default connect(
-  mapStateToProps,
-  mapDispatchToProps
-)(withStyles(styles)(NodeInfo));
+export default connect(mapStateToProps)(withStyles(styles)(NodeInfo));
diff --git a/python/ray/dashboard/client/src/pages/dashboard/node-info/NodeRowGroup.tsx b/python/ray/dashboard/client/src/pages/dashboard/node-info/NodeRowGroup.tsx
index 56dc43f1b..53785dfa2 100644
--- a/python/ray/dashboard/client/src/pages/dashboard/node-info/NodeRowGroup.tsx
+++ b/python/ray/dashboard/client/src/pages/dashboard/node-info/NodeRowGroup.tsx
@@ -47,7 +47,7 @@ type Node = ArrayType<NodeInfoResponse["clients"]>;
 
 interface Props {
   node: Node;
-  raylet: RayletInfoResponse[keyof RayletInfoResponse] | null;
+  raylet: RayletInfoResponse["nodes"][keyof RayletInfoResponse["nodes"]] | null;
   logCounts: {
     perWorker: { [pid: string]: number };
     total: number;
diff --git a/python/ray/dashboard/client/src/pages/dashboard/ray-config/RayConfig.tsx b/python/ray/dashboard/client/src/pages/dashboard/ray-config/RayConfig.tsx
index 6a3419e4b..c0a90a4d4 100644
--- a/python/ray/dashboard/client/src/pages/dashboard/ray-config/RayConfig.tsx
+++ b/python/ray/dashboard/client/src/pages/dashboard/ray-config/RayConfig.tsx
@@ -64,7 +64,11 @@ class RayConfig extends React.Component<
     const { classes, rayConfig } = this.props;
 
     if (rayConfig === null) {
-      return null;
+      return (
+        <Typography color="textSecondary">
+          No Ray configuration detected.
+        </Typography>
+      );
     }
 
     const formattedRayConfig = [
diff --git a/python/ray/dashboard/client/src/pages/dashboard/state.ts b/python/ray/dashboard/client/src/pages/dashboard/state.ts
index 6e51c548e..a81bfa214 100644
--- a/python/ray/dashboard/client/src/pages/dashboard/state.ts
+++ b/python/ray/dashboard/client/src/pages/dashboard/state.ts
@@ -8,6 +8,7 @@ import {
 const name = "dashboard";
 
 interface State {
+  tab: number;
   rayConfig: RayConfigResponse | null;
   nodeInfo: NodeInfoResponse | null;
   rayletInfo: RayletInfoResponse | null;
@@ -16,6 +17,7 @@ interface State {
 }
 
 const initialState: State = {
+  tab: 0,
   rayConfig: null,
   nodeInfo: null,
   rayletInfo: null,
@@ -27,10 +29,13 @@ const slice = createSlice({
   name,
   initialState,
   reducers: {
+    setTab: (state, action: PayloadAction<number>) => {
+      state.tab = action.payload;
+    },
     setRayConfig: (state, action: PayloadAction<RayConfigResponse>) => {
       state.rayConfig = action.payload;
     },
-    setNodeInfoAndRayletInfo: (
+    setNodeAndRayletInfo: (
       state,
       action: PayloadAction<{
         nodeInfo: NodeInfoResponse;
diff --git a/python/ray/dashboard/dashboard.py b/python/ray/dashboard/dashboard.py
index eeb6a8aac..a355cbf45 100644
--- a/python/ray/dashboard/dashboard.py
+++ b/python/ray/dashboard/dashboard.py
@@ -239,8 +239,8 @@ class Dashboard(object):
                         to_print.append(line +
                                         (max_line_length - len(line)) * " ")
                     data["extraInfo"] += "\n" + "\n".join(to_print)
-            D["actorInfo"] = actor_tree
-            return await json_response(result=D)
+            result = {"nodes": D, "actors": actor_tree}
+            return await json_response(result=result)
 
         async def logs(req) -> aiohttp.web.Response:
             hostname = req.query.get("hostname")
diff --git a/python/ray/tests/test_metrics.py b/python/ray/tests/test_metrics.py
index 563a2eaf1..3c3d48bb6 100644
--- a/python/ray/tests/test_metrics.py
+++ b/python/ray/tests/test_metrics.py
@@ -149,7 +149,7 @@ def test_raylet_info_endpoint(shutdown_only):
             webui_url = addresses["webui_url"]
             webui_url = webui_url.replace("localhost", "http://127.0.0.1")
             raylet_info = requests.get(webui_url + "/api/raylet_info").json()
-            actor_info = raylet_info["result"]["actorInfo"]
+            actor_info = raylet_info["result"]["actors"]
             try:
                 assert len(actor_info) == 1
                 _, parent_actor_info = actor_info.popitem()