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| <title>Research Roadmap | Ropedia Xperience-10M</title> |
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| </style> |
| </head> |
| <body> |
| <nav class="site-nav"> |
| <div class="wrap nav-inner"> |
| <a class="brand" href="index.html" aria-label="Ropedia Xperience-10M home"> |
| <img src="assets/brand/xperience10m-logo-favicon-64.png" alt="" aria-hidden="true" width="38" height="38"> |
| <span>Ropedia Xperience-10M</span> |
| </a> |
| <div class="nav-links" aria-label="Page navigation"> |
| <a href="index.html">Project</a> |
| <a class="active" href="research_roadmap.html">Roadmap</a> |
| <a href="index.html#suite">Tasks</a> |
| <a href="single_episode_explorer.html">Explorer</a> |
| <a href="data/research_roadmap_interactive.json">Data</a> |
| <a class="primary" href="https://huggingface.co/spaces/cy0307/ropedia-xperience-10m-task-suite">HF</a> |
| <a class="primary" href="https://github.com/ChaoYue0307/ropedia-xperience-10m-task-suite">Repo</a> |
| </div> |
| </div> |
| </nav> |
|
|
| <header class="hero"> |
| <div class="wrap hero-grid"> |
| <div> |
| <div class="eyebrow">12 tasks / 4 tracks / scale-up path</div> |
| <h1>Interactive Research Roadmap.</h1> |
| <p class="hero-copy"> |
| This page connects the current public-sample task lab to the four research |
| directions, the next multi-episode Qwen3-Omni fine-tuning path, the |
| later Cosmos 3 / policy-model branch choices, and the future |
| Xperience-native foundation-model pretraining goal. It loads |
| directly from generated project artifacts, so the track and task views stay |
| tied to the real sample metrics and scale-up status. |
| </p> |
| <div class="hero-actions"> |
| <a class="button primary" href="#roadmap-app">Open roadmap</a> |
| <a class="button" href="data/research_roadmap_interactive.json">View data contract</a> |
| <a class="button" href="index.html#directions">Four-track summary</a> |
| </div> |
| </div> |
| <aside class="hero-panel" aria-label="Roadmap route"> |
| <div class="route"> |
| <div class="route-step"> |
| <strong>01</strong> |
| <div><b>Public sample</b><span>12 task contracts and current baselines</span></div> |
| <em id="routeSample">1 episode</em> |
| </div> |
| <div class="route-step"> |
| <strong>02</strong> |
| <div><b>Data preparation</b><span>episode-level split and missing-view manifest</span></div> |
| <em id="routeData">32 target</em> |
| </div> |
| <div class="route-step"> |
| <strong>03</strong> |
| <div><b>Omni + branches</b><span>Qwen3-Omni first, Cosmos 3 and policy models next, native pretraining later</span></div> |
| <em id="routeOmni">pending data</em> |
| </div> |
| </div> |
| </aside> |
| </div> |
| </header> |
|
|
| <main> |
| <div class="wrap facts" id="facts" aria-label="Roadmap facts"></div> |
|
|
| <section class="roadmap-section" id="roadmap-app"> |
| <div class="wrap"> |
| <div class="section-head"> |
| <h2>From one sample to multi-episode embodied-AI experiments.</h2> |
| <p> |
| Select a research track, inspect the linked task heads, and switch between |
| the current sample evidence, the data scale-up gate, the Omni-model pilot plan, and the foundation-model branch matrix. |
| </p> |
| </div> |
|
|
| <div class="stage-tabs" role="tablist" aria-label="Roadmap mode"> |
| <button class="stage-tab active" type="button" data-stage="now" role="tab" aria-selected="true">Now: sample task lab</button> |
| <button class="stage-tab" type="button" data-stage="scale_up" role="tab" aria-selected="false">Scale-up: episodes</button> |
| <button class="stage-tab" type="button" data-stage="omni" role="tab" aria-selected="false">Omni + branches</button> |
| </div> |
|
|
| <div id="loading" class="loading">Loading roadmap artifacts...</div> |
| <div class="roadmap-app" id="app" hidden> |
| <aside class="panel track-rail" id="trackRail" aria-label="Research tracks"></aside> |
| <section class="panel map-panel" aria-label="Task and phase map"> |
| <div class="phase-strip" id="phaseStrip"></div> |
| <div> |
| <div class="panel-label" id="taskMapLabel">Linked tasks</div> |
| <div class="task-map" id="taskMap"></div> |
| </div> |
| </section> |
| <aside class="panel detail-panel" id="detailPanel" aria-label="Selected roadmap detail"></aside> |
| </div> |
|
|
| <div class="artifact-row"> |
| <a href="data/research_roadmap_interactive.json">Roadmap data</a> |
| <a href="data/foundation_model_plan.json">Foundation model plan</a> |
| <a href="data/research_directions.json">Research directions</a> |
| <a href="data/task_walkthroughs.json">Task walkthroughs</a> |
| <a href="data/summary_metrics.json">Summary metrics</a> |
| <a href="https://github.com/ChaoYue0307/ropedia-xperience-10m-task-suite/blob/main/RESEARCH_ROADMAP.md">Roadmap document</a> |
| </div> |
| </div> |
| </section> |
| </main> |
|
|
| <script> |
| const state = { |
| data: null, |
| directionCode: "C", |
| taskId: null, |
| stage: "now" |
| }; |
| |
| const stageCopy = { |
| now: { |
| title: "Current sample evidence", |
| summary: "Use the single public episode to validate task contracts, feature construction, baselines, walkthroughs, and visualization.", |
| }, |
| scale_up: { |
| title: "Episode scale-up gate", |
| summary: "Stage enough valid episodes, keep train/test separation at the episode level, and record missing-view coverage before training.", |
| }, |
| omni: { |
| title: "Omni pilot and foundation branches", |
| summary: "Run Qwen3-Omni first for the held-out LoRA pilot, evaluate Cosmos 3 for world modeling and policy candidates after action targets are explicit, then treat Xperience-native pretraining as the full-corpus future goal.", |
| } |
| }; |
| |
| function fmt(value) { |
| if (value === null || value === undefined || value === "") return "-"; |
| if (typeof value === "number") return new Intl.NumberFormat("en-US").format(value); |
| return String(value); |
| } |
| |
| function metricText(metric) { |
| if (!metric || !metric.name) return "metric pending"; |
| const left = metric.minimal !== null && metric.minimal !== undefined ? metric.minimal : "-"; |
| const right = metric.neural_mlp !== null && metric.neural_mlp !== undefined ? metric.neural_mlp : "-"; |
| return `${metric.name}: minimal ${left} / neural ${right}`; |
| } |
| |
| function cssRole(role) { |
| if (role === "direct") return "green"; |
| if (role === "proxy") return "cyan"; |
| if (role === "diagnostic") return "amber"; |
| return "blue"; |
| } |
| |
| function currentDirection() { |
| return state.data.directions.find((direction) => direction.code === state.directionCode) || |
| state.data.directions[0]; |
| } |
| |
| function currentTask(direction) { |
| return direction.tasks.find((task) => task.id === state.taskId) || direction.tasks[0] || state.data.tasks[0]; |
| } |
| |
| function setFacts() { |
| const scope = state.data.scope; |
| const scale = state.data.scale_up; |
| const facts = [ |
| ["Sample episodes", scope.sample_episode_count], |
| ["Aligned windows", scope.num_windows], |
| ["Feature dimensions", scope.feature_dim], |
| ["Research tasks", state.data.tasks.length], |
| ["Pilot target episodes", scale.target_episodes] |
| ]; |
| document.getElementById("facts").innerHTML = facts.map(([label, value]) => ( |
| `<div class="fact"><strong>${fmt(value)}</strong><span>${label}</span></div>` |
| )).join(""); |
| document.getElementById("routeSample").textContent = `${fmt(scope.sample_episode_count)} episode`; |
| document.getElementById("routeData").textContent = `${fmt(scale.target_episodes)} target`; |
| document.getElementById("routeOmni").textContent = state.data.omni_plan.backbone.replace("Qwen/", ""); |
| } |
| |
| function renderTrackRail() { |
| const rail = document.getElementById("trackRail"); |
| rail.innerHTML = `<div class="rail-title">Research tracks</div>` + state.data.directions.map((direction) => { |
| const taskCount = direction.tasks.length; |
| const active = direction.code === state.directionCode ? " active" : ""; |
| return ` |
| <button class="track-button${active}" type="button" data-direction="${direction.code}"> |
| <b>${direction.code}</b> |
| <span>${direction.name}<small>${taskCount} linked suite tasks</small></span> |
| </button> |
| `; |
| }).join(""); |
| rail.querySelectorAll("[data-direction]").forEach((button) => { |
| button.addEventListener("click", () => { |
| state.directionCode = button.dataset.direction; |
| const direction = currentDirection(); |
| state.taskId = direction.tasks[0]?.id || state.data.tasks[0]?.id; |
| render(); |
| }); |
| }); |
| } |
| |
| function renderPhases() { |
| document.getElementById("phaseStrip").innerHTML = state.data.phases.map((phase) => ` |
| <article class="phase" data-stage="${phase.stage}"> |
| <span>${phase.status}</span> |
| <strong>${phase.name}</strong> |
| <p>${phase.reader_takeaway || phase.entry_condition || ""}</p> |
| </article> |
| `).join(""); |
| } |
| |
| function renderTasks(direction) { |
| document.getElementById("taskMapLabel").textContent = |
| `${direction.code}. ${direction.name} - linked suite tasks`; |
| document.getElementById("taskMap").innerHTML = direction.tasks.map((task) => { |
| const role = task.direction_roles?.[direction.code] || "linked"; |
| const active = task.id === state.taskId ? " active" : ""; |
| return ` |
| <button class="task-node${active}" type="button" data-task="${task.id}"> |
| <strong>${task.display_name}</strong> |
| <span>${task.output_short || task.research_name}</span> |
| <span>${metricText(task.metric)}</span> |
| <span class="task-meta"> |
| <em class="chip ${cssRole(role)}">${role}</em> |
| <em class="chip">${task.family || "task"}</em> |
| </span> |
| </button> |
| `; |
| }).join(""); |
| document.querySelectorAll("[data-task]").forEach((button) => { |
| button.addEventListener("click", () => { |
| state.taskId = button.dataset.task; |
| render(); |
| }); |
| }); |
| } |
| |
| function stageBlock(direction, task) { |
| if (state.stage === "scale_up") { |
| const scale = state.data.scale_up; |
| return ` |
| <div class="detail-block"> |
| <h3>${stageCopy.scale_up.title}</h3> |
| <div class="metric-grid"> |
| <div class="metric"><strong>${fmt(scale.target_episodes)}</strong><span>target episodes</span></div> |
| <div class="metric"><strong>${fmt(scale.valid_candidates)}</strong><span>valid candidates found in scan</span></div> |
| <div class="metric"><strong>${fmt(scale.candidate_scan_top_level_sessions)}</strong><span>top-level sessions scanned</span></div> |
| <div class="metric"><strong>${fmt(Math.round((scale.estimated_bytes || 0) / 1e9))} GB</strong><span>estimated selected data</span></div> |
| </div> |
| <p>${scale.access_status || stageCopy.scale_up.summary}</p> |
| </div> |
| `; |
| } |
| if (state.stage === "omni") { |
| const plan = state.data.omni_plan; |
| return ` |
| <div class="detail-block"> |
| <h3>${stageCopy.omni.title}</h3> |
| <p>${stageCopy.omni.summary}</p> |
| <ul> |
| <li><strong>Backbone:</strong> ${plan.backbone}</li> |
| <li><strong>Adapter:</strong> ${plan.adapter}</li> |
| <li><strong>Training unit:</strong> ${plan.training_unit}</li> |
| <li><strong>First pilot:</strong> ${plan.first_pilot}</li> |
| </ul> |
| </div> |
| `; |
| } |
| return ` |
| <div class="detail-block"> |
| <h3>${stageCopy.now.title}</h3> |
| <p>${stageCopy.now.summary}</p> |
| <div class="metric-grid"> |
| <div class="metric"><strong>${fmt(state.data.scope.num_windows)}</strong><span>windows in current sample</span></div> |
| <div class="metric"><strong>${fmt(state.data.scope.feature_dim)}</strong><span>feature dimensions</span></div> |
| <div class="metric"><strong>${fmt(state.data.baseline_summary.task_count)}</strong><span>task contracts</span></div> |
| <div class="metric"><strong>${fmt(state.data.scope.feature_blocks)}</strong><span>feature blocks</span></div> |
| </div> |
| </div> |
| `; |
| } |
| |
| function renderDetail(direction, task) { |
| const roles = Object.entries(task.direction_roles || {}) |
| .map(([code, role]) => `<span class="chip ${cssRole(role)}">${code}: ${role}</span>`) |
| .join(""); |
| const evidenceLinks = (task.evidence_links || []) |
| .map((link) => `<a href="${link.href}">${link.label}</a>`) |
| .join(""); |
| const extensions = direction.extension_tasks.map((item) => ( |
| `<li>${item.name}: ${item.metric_name}; ${item.current_limit}</li>` |
| )).join(""); |
| document.getElementById("detailPanel").innerHTML = ` |
| <div> |
| <div class="panel-label">Selected track</div> |
| <h2 class="detail-title">${direction.code}. ${direction.name}</h2> |
| <p class="detail-copy">${direction.current_readout}</p> |
| </div> |
| <div class="task-meta"> |
| <span class="chip green">${direction.current_status}</span> |
| <span class="chip">${fmt(direction.counts.direct || 0)} direct</span> |
| <span class="chip">${fmt(direction.counts.proxy || 0)} proxy</span> |
| </div> |
| ${stageBlock(direction, task)} |
| <div class="detail-block"> |
| <h3>Selected task: ${task.display_name}</h3> |
| <p>${task.case_study || task.why || ""}</p> |
| <div class="task-meta">${roles}</div> |
| <div class="artifact-row">${evidenceLinks}</div> |
| </div> |
| <div class="detail-block"> |
| <h3>Input -> process -> output</h3> |
| <ul> |
| <li><strong>Input:</strong> ${task.input_short || task.input}</li> |
| <li><strong>Process:</strong> ${task.process_short || task.module_summary}</li> |
| <li><strong>Output:</strong> ${task.output_short || task.research_name}</li> |
| <li><strong>Metric:</strong> ${metricText(task.metric)}</li> |
| </ul> |
| </div> |
| <div class="detail-block"> |
| <h3>Next steps for this track</h3> |
| <ul>${direction.next_steps.map((step) => `<li>${step}</li>`).join("")}</ul> |
| </div> |
| <div class="detail-block"> |
| <h3>Extension probes</h3> |
| <ul>${extensions || "<li>No extension probe is currently mapped to this track.</li>"}</ul> |
| </div> |
| `; |
| } |
| |
| function renderStageTabs() { |
| document.querySelectorAll(".stage-tab").forEach((button) => { |
| const active = button.dataset.stage === state.stage; |
| button.classList.toggle("active", active); |
| button.setAttribute("aria-selected", active ? "true" : "false"); |
| }); |
| } |
| |
| function render() { |
| const direction = currentDirection(); |
| if (!state.taskId || !direction.tasks.some((task) => task.id === state.taskId)) { |
| state.taskId = direction.tasks[0]?.id || state.data.tasks[0]?.id; |
| } |
| const task = currentTask(direction); |
| renderStageTabs(); |
| renderTrackRail(); |
| renderPhases(); |
| renderTasks(direction); |
| renderDetail(direction, task); |
| } |
| |
| document.querySelectorAll(".stage-tab").forEach((button) => { |
| button.addEventListener("click", () => { |
| state.stage = button.dataset.stage; |
| render(); |
| }); |
| }); |
| |
| fetch("data/research_roadmap_interactive.json", { cache: "no-cache" }) |
| .then((response) => { |
| if (!response.ok) throw new Error(`HTTP ${response.status}`); |
| return response.json(); |
| }) |
| .then((data) => { |
| state.data = data; |
| state.directionCode = data.directions.find((direction) => direction.code === "C") ? "C" : data.directions[0].code; |
| state.taskId = currentDirection().tasks[0]?.id || data.tasks[0]?.id; |
| setFacts(); |
| document.getElementById("loading").hidden = true; |
| document.getElementById("app").hidden = false; |
| render(); |
| }) |
| .catch((error) => { |
| document.getElementById("loading").textContent = `Roadmap data could not be loaded: ${error.message}`; |
| }); |
| </script> |
| </body> |
| </html> |
|
|
