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Poster
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Wed 16:30
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The Edge-of-Reach Problem in Offline Model-Based Reinforcement Learning
Anya Sims · Cong Lu · Jakob Foerster · Yee Whye Teh
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Poster
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Thu 11:00
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Linguistic Collapse: Neural Collapse in (Large) Language Models
Robert Wu · Vardan Papyan
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Poster
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Wed 16:30
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Chimera: Effectively Modeling Multivariate Time Series with 2-Dimensional State Space Models
Ali Behrouz · Michele Santacatterina · Ramin Zabih
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Poster
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Thu 11:00
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PiSSA: Principal Singular Values and Singular Vectors Adaptation of Large Language Models
Fanxu Meng · Zhaohui Wang · Muhan Zhang
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Poster
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Multi-model Ensemble Conformal Prediction in Dynamic Environments
Erfan Hajihashemi · Yanning Shen
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Poster
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Wed 11:00
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The Surprising Ineffectiveness of Pre-Trained Visual Representations for Model-Based Reinforcement Learning
Moritz Schneider · Robert Krug · Narunas Vaskevicius · Luigi Palmieri · Joschka Boedecker
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Poster
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Thu 11:00
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Rough Transformers: Lightweight and Continuous Time Series Modelling through Signature Patching
Fernando Moreno-Pino · Alvaro Arroyo · Harrison Waldon · Xiaowen Dong · Alvaro Cartea
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Poster
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Thu 11:00
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Cross-model Control: Improving Multiple Large Language Models in One-time Training
Jiayi Wu · Hao Sun · Hengyi Cai · Lixin Su · Shuaiqiang Wang · Dawei Yin · Xiang Li · Ming Gao
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Poster
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Wed 11:00
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Guided Trajectory Generation with Diffusion Models for Offline Model-based Optimization
Taeyoung Yun · Sujin Yun · Jaewoo Lee · Jinkyoo Park
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Poster
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Fri 11:00
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WorldCoder, a Model-Based LLM Agent: Building World Models by Writing Code and Interacting with the Environment
Hao Tang · Darren Key · Kevin Ellis
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Poster
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Wed 16:30
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Rethinking Model-based, Policy-based, and Value-based Reinforcement Learning via the Lens of Representation Complexity
Guhao Feng · Han Zhong
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Workshop
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Enhancing Reinforcement Learning-Based Control of Wave Energy Converters Using Predictive Wave Modeling
Vineet Gundecha · Sahand Ghorbanpour · Ashwin Ramesh Babu · Arie Paap · Mathieu Cocho · Alexandre Pichard · Soumyendu Sarkar
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