|
Poster
|
|
Efficient Multi-task Reinforcement Learning with Cross-Task Policy Guidance
Jinmin He · Kai Li · Yifan Zang · Haobo Fu · Qiang Fu · Junliang Xing · Jian Cheng
|
|
|
Workshop
|
|
XLand-100B: A Large-Scale Multi-Task Dataset for In-Context Reinforcement Learning
Alexander Nikulin · Ilya Zisman · Alexey Zemtsov · Vladislav Kurenkov
|
|
|
Poster
|
Wed 16:30
|
Variation Spaces for Multi-Output Neural Networks: Insights on Multi-Task Learning and Network Compression
Joseph Shenouda · Rahul Parhi · Kangwook Lee · Robert Nowak
|
|
|
Poster
|
Fri 11:00
|
A New Neural Kernel Regime: The Inductive Bias of Multi-Task Learning
Julia Nakhleh · Joseph Shenouda · Robert Nowak
|
|
|
Workshop
|
|
Multi-task Learning yields Disentangled World Models: Impact and Implications
Pantelis Vafidis · Aman Bhargava · Antonio Rangel
|
|
|
Workshop
|
|
Multi-task Learning yields Disentangled World Models: Impact and Implications
Pantelis Vafidis · Aman Bhargava · Antonio Rangel
|
|
|
Poster
|
Wed 11:00
|
Regularized Conditional Diffusion Model for Multi-Task Preference Alignment
Xudong Yu · Chenjia Bai · Haoran He · Changhong Wang · Xuelong Li
|
|
|
Poster
|
Wed 11:00
|
Federated Natural Policy Gradient and Actor Critic Methods for Multi-task Reinforcement Learning
Tong Yang · Shicong Cen · Yuting Wei · Yuxin Chen · Yuejie Chi
|
|
|
Workshop
|
|
Exploring Task Affinities through NTK Alignment and Early Training Dynamics in Multi-Task Learning
Yoann Morello · Emilie Grégoire · Sam Verboven
|
|
|
Poster
|
Fri 11:00
|
AMAGO-2: Breaking the Multi-Task Barrier in Meta-Reinforcement Learning with Transformers
Jake Grigsby · Justin Sasek · Samyak Parajuli · Ikechukwu D. Adebi · Amy Zhang · Yuke Zhu
|
|
|
Poster
|
Fri 16:30
|
Uni-Med: A Unified Medical Generalist Foundation Model For Multi-Task Learning Via Connector-MoE
Xun Zhu · Ying Hu · Fanbin Mo · Miao Li · Ji Wu
|
|
|
Poster
|
Fri 11:00
|
CoMix: A Comprehensive Benchmark for Multi-Task Comic Understanding
Emanuele Vivoli · Marco Bertini · Dimosthenis Karatzas
|
|
