Skip to content

Commit

Permalink
update Jiayuan's talk
Browse files Browse the repository at this point in the history
  • Loading branch information
YzyLmc committed Apr 4, 2024
1 parent 022f2a3 commit 44d5548
Show file tree
Hide file tree
Showing 3 changed files with 4 additions and 3 deletions.
2 changes: 1 addition & 1 deletion _speakers/5_jiayuanmao.md
Original file line number Diff line number Diff line change
Expand Up @@ -21,4 +21,4 @@ img: jiayuan.jpeg

<!-- Whatever you write below will show up as the speaker's bio -->

__TBD__
Jiayuan Mao is a Ph.D. student at MIT, advised by Professors Josh Tenenbaum and Leslie Kaelbling. Her research aim is to build machines that can continually learn concepts (e.g., properties, relations, rules, and skills) from their experiences and apply them for reasoning and planning in the physical world. Her research topics include visual reasoning, robotic manipulation, scene and activity understanding, and language acquisition.
1 change: 1 addition & 0 deletions assets/abstracts/jiayuanmao.txt
Original file line number Diff line number Diff line change
@@ -0,0 +1 @@
In this talk, I will discuss an integrated learning and planning approach for flexible and general robotic manipulators. I will primarily focus on the technical idea of leveraging compositional abstract representations built on top of two important spatio-temporal structures: factorization and sparsity structures in state representations (the physical state can be represented as a collection of object states and their relational configurations), and hierarchical structures in plans (a high-level goal can be decomposed into subgoals). I will talk about the design of such representations and the overall architecture in the context of robot manipulation, present methods for learning them automatically from data, and showcase various types of generalization enabled by such a framework.
4 changes: 2 additions & 2 deletions index.md
Original file line number Diff line number Diff line change
Expand Up @@ -42,13 +42,13 @@ Brown Robotics Talks consists of BigAI talks and lab talks ([CIT](https://www.go
<td>Felix Yanwei Wang</td>
</tr>
<tr>
<td>05/10</td>
<td>03/08</td>
<td><b>Towards Composable Scene Representations in Robotics and Vision</b> [<a href='assets/abstracts/ondrejbiza.txt' target="_blank">abstract</a>][<a href='https://brown.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=b0a1556d-bb90-4fca-a239-b12d0130a9bb' target='_blank'>recording</a>]</td>
<td>Ondrej Biza</td>
</tr>
<tr>
<td>04/19</td>
<td><b>TBD</b></td>
<td><b>Building General-Purpose Robots with Integrated Learning and Planning</b> [<a href='assets/abstracts/jiayuanmao.txt' target="_blank">abstract</a>]</td>
<td>Jiayuan Mao</td>
</tr>
<tr>
Expand Down

0 comments on commit 44d5548

Please sign in to comment.