ICLR 2025 Workshop World Models Submissions

HEP-JEPA: A foundation model for collider physics
Jai Bardhan, Radhikesh Agrawal, Abhiram Tilak, Cyrin Neeraj, Subhadip Mitra
- Published: 06 Mar 2025, Last Modified: 18 Apr 2025
- ICLR 2025 Workshop World Models
- Readers: Everyone
Temporal Difference Flows
Jesse Farebrother, Matteo Pirotta, Andrea Tirinzoni, Remi Munos, Alessandro Lazaric, Ahmed Touati
- Published: 06 Mar 2025, Last Modified: 15 Apr 2025
- ICLR 2025 Workshop World Models
- Readers: Everyone
Latent Representation Encoding and Multimodal Biomarkers for Post-Stroke Speech Assessment
Giulia Sanguedolce, Dragos-Cristian Gruia, Patrick Naylor, Fatemeh Geranmayeh
- Published: 06 Mar 2025, Last Modified: 15 Apr 2025
- ICLR 2025 Workshop World Models
- Readers: Everyone
Pushing the Limit of Sample-Efficient Offline Reinforcement Learning
Peng Cheng, Zhihao Wu, Jianxiong Li, Ziteng He, Haoran Xu, Wei Sun, Youfang Lin, Xianyuan Zhan
- Published: 06 Mar 2025, Last Modified: 15 Apr 2025
- ICLR 2025 Workshop World Models
- Readers: Everyone
From Foresight to Forethought: VLM-In-the-Loop Policy Steering via Latent Alignment
Yilin Wu, Ran Tian, Gokul Swamy, Andrea Bajcsy
- Published: 06 Mar 2025, Last Modified: 15 Apr 2025
- ICLR 2025 Workshop World Models
- Readers: Everyone
A Virtual Reality-Integrated System for Behavioral Analysis in Neurological Decline
Chen Zhang, Jiaxin Shi, Yanan Sui
- Published: 06 Mar 2025, Last Modified: 15 Apr 2025
- ICLR 2025 Workshop World Models
- Readers: Everyone
Scalable Humanoid Whole-Body Control via Differentiable Neural Network Dynamics
Yu Lei, Zhengyi Luo, Tairan He, Jinkun Cao, Guanya Shi, Kris Kitani
- Published: 06 Mar 2025, Last Modified: 15 Apr 2025
- ICLR 2025 Workshop World Models
- Readers: Everyone
Improving World Models using Supervision with Co-Evolving Linear Probes
Andrii Zahorodnii
- Published: 06 Mar 2025, Last Modified: 15 Apr 2025
- ICLR 2025 Workshop World Models
- Readers: Everyone
Programmatic Video Prediction Using Large Language Models
Hao Tang, Kevin Ellis, Suhas Lohit, Michael J. Jones, Moitreya Chatterjee
- Published: 06 Mar 2025, Last Modified: 15 Apr 2025
- ICLR 2025 Workshop World Models
- Readers: Everyone
Stress-Testing Offline Reward-Free Reinforcement Learning: A Case for Planning with Latent Dynamics Models
Vlad Sobal, Wancong Zhang, Kyunghyun Cho, Randall Balestriero, Tim G. J. Rudner, Yann LeCun
- Published: 06 Mar 2025, Last Modified: 15 Apr 2025
- ICLR 2025 Workshop World Models
- Readers: Everyone
Reward-free World Models for Online Imitation Learning
Shangzhe Li, Zhiao Huang, Hao Su
- Published: 06 Mar 2025, Last Modified: 15 Apr 2025
- ICLR 2025 Workshop World Models
- Readers: Everyone
BEYOND SINGLE-STEP: MULTI-FRAME ACTION- CONDITIONED VIDEO GENERATION FOR REINFORCE- MENT LEARNING ENVIRONMENTS
Zongyue Li, Sikuan Yan, Yunpu Ma, Yusong Li, Xing Lyu, Matthias Schubert
- Published: 06 Mar 2025, Last Modified: 15 Apr 2025
- ICLR 2025 Workshop World Models
- Readers: Everyone
Text2World: Benchmarking Large Language Models for Symbolic World Model Generation
Mengkang Hu, Tianxing Chen, Yude Zou, Yuheng Lei, Qiguang Chen, Ming Li, Qiwei Liang, Yao Mu, Hongyuan Zhang, Wenqi Shao, Ping Luo
- Published: 06 Mar 2025, Last Modified: 15 Apr 2025
- ICLR 2025 Workshop World Models
- Readers: Everyone
Recurrent world model with tokenized latent states
Guangyao Zhai, Xingyuan Zhang, Nassir Navab
- Published: 06 Mar 2025, Last Modified: 15 Apr 2025
- ICLR 2025 Workshop World Models
- Readers: Everyone
Latent Action Learning Requires Supervision in the Presence of Distractors
Alexander Nikulin, Ilya Zisman, Denis Tarasov, Lyubaykin Nikita, Andrei Polubarov, Igor Kiselev, Vladislav Kurenkov
- Published: 06 Mar 2025, Last Modified: 15 Apr 2025
- ICLR 2025 Workshop World Models
- Readers: Everyone
When do neural networks learn world models?
Tianren Zhang, Guanyu Chen, Feng Chen
- Published: 06 Mar 2025, Last Modified: 15 Apr 2025
- ICLR 2025 Workshop World Models
- Readers: Everyone
Revisiting the Othello World Model Hypothesis
Yifei Yuan, Anders Søgaard
- Published: 06 Mar 2025, Last Modified: 15 Apr 2025
- ICLR 2025 Workshop World Models
- Readers: Everyone
Object-Centric World Model for Language-Guided Manipulation
Youngjoon Jeong, Junha Chun, Soonwoo Cha, Taesup Kim
- Published: 06 Mar 2025, Last Modified: 15 Apr 2025
- ICLR 2025 Workshop World Models
- Readers: Everyone
Decentralized Transformers with Centralized Aggregation are Sample-Efficient Multi-Agent World Models
Yang Zhang, Chenjia Bai, Bin Zhao, Junchi Yan, Xiu Li, Xuelong Li
- Published: 06 Mar 2025, Last Modified: 18 Apr 2025
- ICLR 2025 Workshop World Models
- Readers: Everyone
Unifying Causal and Object-centric Representation Learning allows Causal Composition
Avinash Kori, Ben Glocker, Bernhard Schölkopf, Francesco Locatello
- Published: 06 Mar 2025, Last Modified: 15 Apr 2025
- ICLR 2025 Workshop World Models
- Readers: Everyone
A Proposal for Networks Capable of Continual Learning
Zeki Doruk Erden, Boi Faltings
- Published: 06 Mar 2025, Last Modified: 15 Apr 2025
- ICLR 2025 Workshop World Models
- Readers: Everyone
Trajectory World Models for Heterogeneous Environments
Shaofeng Yin, Jialong Wu, Siqiao Huang, Xingjian Su, Xu He, Jianye HAO, Mingsheng Long
- Published: 06 Mar 2025, Last Modified: 15 Apr 2025
- ICLR 2025 Workshop World Models
- Readers: Everyone
Adapting a World Model for Trajectory Following in a 3D Game
Marko Tot, Shu Ishida, Abdelhak Lemkhenter, David Bignell, Pallavi Choudhury, Chris Lovett, Luis França, Matheus Ribeiro Furtado de Mendonça, Tarun Gupta, Darren Gehring, Sam Devlin, Sergio Valcarcel Macua, Raluca Georgescu
- Published: 06 Mar 2025, Last Modified: 16 Apr 2025
- ICLR 2025 Workshop World Models
- Readers: Everyone
Accelerating Model-Based Reinforcement Learning with State-Space World Models
Elie Aljalbout, Maria Krinner, Angel Romero, Davide Scaramuzza
- Published: 06 Mar 2025, Last Modified: 15 Apr 2025
- ICLR 2025 Workshop World Models
- Readers: Everyone
Masked Generative Priors Improve World Models Sequence Modelling Capabilities
Cristian Meo, Mircea Tudor Lică, Zarif Ikram, Akihiro Nakano, Vedant Shah, Aniket Rajiv Didolkar, Dianbo Liu, Anirudh Goyal, Justin Dauwels
- Published: 06 Mar 2025, Last Modified: 15 Apr 2025
- ICLR 2025 Workshop World Models
- Readers: Everyone