@@ -255,10 +255,13 @@ <h2 class="title is-3">Real world experiment - Tool usage</h2>
255255 < div class ="columns ">
256256 < div class ="column is-centered ">
257257 < div class ="content has-text-centered ">
258- < video id ="Sort by color " autoplay controls muted playsinline >
258+ < video id ="realworld-tool-usage " title =" Real-world tool usage: scene graph-based skill composition " aria-label =" Real-world tool usage experiment video " autoplay controls muted playsinline >
259259 < source src ="./static/videos/tool_realworld.mp4 "
260260 type ="video/mp4 ">
261261 </ video >
262+ < p class ="video-caption ">
263+ Real-world robot manipulation: tool-usage task executed via scene graph-based atomic skills and skill composition for long-horizon generalization.
264+ </ p >
262265 </ div >
263266 </ div >
264267 </ div >
@@ -278,13 +281,12 @@ <h2 class="title is-3">Real world experiment - Vegetable picking</h2>
278281 < div class ="columns ">
279282 < div class ="column is-centered ">
280283 < div class ="content has-text-centered ">
281- < video id ="Cube out and in " autoplay controls muted playsinline >
284+ < video id ="realworld-vegetable-picking " title =" Real-world vegetable picking: skill composition for manipulation " aria-label =" Real-world vegetable picking experiment video " autoplay controls muted playsinline >
282285 < source src ="./static/videos/veg_realworld.mp4 "
283286 type ="video/mp4 ">
284287 </ video >
285- < p >
286- Real-world tool usage experiment demonstrating scene graph-based skill composition
287- for long-horizon manipulation tasks.
288+ < p class ="video-caption ">
289+ Real-world robot vegetable picking demonstrating compositional generalization: scene graph representations focus on task-relevant objects and relations for robust execution.
288290 </ p >
289291 </ div >
290292 </ div >
@@ -307,54 +309,69 @@ <h2 class="title is-3">Simulation experiments</h2>
307309 < div class ="columns ">
308310 < div class ="column is-centered ">
309311 < div class ="content has-text-centered ">
310- < video id ="Cube out and in " autoplay controls muted playsinline >
312+ < video id ="sim-cube- out-and-in " title =" Simulation: cube out- and-in task " aria-label =" Simulation cube out-and-in task video " autoplay controls muted playsinline >
311313 < source src ="./static/videos/sim1.mp4 "
312314 type ="video/mp4 ">
313315 </ video >
316+ < p class ="video-caption ">
317+ Simulation: cube out-and-in manipulation task showing scene graph-based atomic skills composed into a multi-step long-horizon policy.
318+ </ p >
314319 </ div >
315320 </ div >
316321 </ div >
317322
318323 < div class ="columns ">
319324 < div class ="column is-centered ">
320325 < div class ="content has-text-centered ">
321- < video id ="Sort by color " autoplay controls muted playsinline >
326+ < video id ="sim-sort-by-color " title =" Simulation: sort by color" aria-label =" Simulation sort-by-color task video " autoplay controls muted playsinline >
322327 < source src ="./static/videos/sim2.mp4 "
323328 type ="video/mp4 ">
324329 </ video >
330+ < p class ="video-caption ">
331+ Simulation: sort-by-color task highlighting skill composition under distribution shift, with object-relation reasoning in a scene graph.
332+ </ p >
325333 </ div >
326334 </ div >
327335 </ div >
328336
329337 < div class ="columns ">
330338 < div class ="column is-centered ">
331339 < div class ="content has-text-centered ">
332- < video id ="Blocks stacking game " autoplay controls muted playsinline >
340+ < video id ="sim-blocks-stacking " title =" Simulation: blocks stacking game" aria-label =" Simulation blocks stacking task video " autoplay controls muted playsinline >
333341 < source src ="./static/videos/sim3.mp4 "
334342 type ="video/mp4 ">
335343 </ video >
344+ < p class ="video-caption ">
345+ Simulation: block stacking (long-horizon) demonstrating compositional robot learning with diffusion-based imitation learning and graph neural networks.
346+ </ p >
336347 </ div >
337348 </ div >
338349 </ div >
339350
340351 < div class ="columns ">
341352 < div class ="column is-centered ">
342353 < div class ="content has-text-centered ">
343- < video id ="Tools usage " autoplay controls muted playsinline >
354+ < video id ="sim-tools-usage " title =" Simulation: tools usage" aria-label =" Simulation tools usage task video " autoplay controls muted playsinline >
344355 < source src ="./static/videos/sim4.mp4 "
345356 type ="video/mp4 ">
346357 </ video >
358+ < p class ="video-caption ">
359+ Simulation: tools-usage task illustrating scene graph-based skill learning and reliable execution when composing multiple atomic manipulation skills.
360+ </ p >
347361 </ div >
348362 </ div >
349363 </ div >
350364
351365 < div class ="columns ">
352366 < div class ="column is-centered ">
353367 < div class ="content has-text-centered ">
354- < video id ="Obstacle Avoidance " autoplay controls muted playsinline >
368+ < video id ="sim-obstacle-avoidance " title =" Simulation: obstacle avoidance " aria-label =" Simulation obstacle avoidance task video " autoplay controls muted playsinline >
355369 < source src ="./static/videos/sim5.mp4 "
356370 type ="video/mp4 ">
357371 </ video >
372+ < p class ="video-caption ">
373+ Simulation: obstacle avoidance with focused scene graphs, improving robustness and compositional generalization for robotic manipulation.
374+ </ p >
358375 </ div >
359376 </ div >
360377 </ div >
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