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Reinforcement Learning with World Models for Optimizing Alzheimer’s Disease Treatment Timing and Dosing
David Scott Lewis, Enrique Zueco
- Published: 02 Mar 2026, Last Modified: 05 Mar 2026
- ICLR 2026 Workshop World Models
- Readers: Everyone
Coherence‑Validated Causal World Models for Multi‑Scale Alzheimer’s Disease Progression and Pharmacologic Reversal
David Scott Lewis, Enrique Zueco
- Published: 02 Mar 2026, Last Modified: 05 Mar 2026
- ICLR 2026 Workshop World Models
- Readers: Everyone
PhysLang: a Small Diagnostic Framework for Language-Grounded World Modeling
Noor Mairukh Khan Arnob, Azmine Toushik Wasi
- Published: 02 Mar 2026, Last Modified: 05 Mar 2026
- ICLR 2026 Workshop World Models
- Readers: Everyone
Evidential Latent World Models for Safe Model-based Reinforcement Learning
Alisson Henrique Kolling, Junior Costa De Jesus, Victor Augusto Kich, Ricardo Bedin Grando, Matheus Gonçalves Mateus, Rodrigo da Silva Guerra, Paulo L. J. Drews-Jr
- Published: 02 Mar 2026, Last Modified: 05 Mar 2026
- ICLR 2026 Workshop World Models
- Readers: Everyone
Multi-scale Predictive Representations for Goal-conditioned Reinforcement Learning
Valliappan CA, David Meger, Sai Rajeswar, Pietro Mazzaglia
- Published: 02 Mar 2026, Last Modified: 05 Mar 2026
- ICLR 2026 Workshop World Models
- Readers: Everyone
H-WM: Robotic Task and Motion Planning Guided by Hierarchical World Model
Wenyuan Chen, Jinbang Huang, Oscar Pang, Zhiyuan Li, Xiao Hu, Lingfeng Zhang, Zhanguang Zhang, Mark Coates, Tongtong Cao, Xingyue Quan, Yingxue Zhang
- Published: 02 Mar 2026, Last Modified: 05 Mar 2026
- ICLR 2026 Workshop World Models
- Readers: Everyone
What Do World Models Learn? Probing Latent Representations in Learned Environment Simulators
Xinyu Zhang
- Published: 02 Mar 2026, Last Modified: 05 Mar 2026
- ICLR 2026 Workshop World Models
- Readers: Everyone
Motion Attribution for Video Generation
Xindi Wu, Despoina Paschalidou, Jun Gao, Antonio Torralba, Laura Leal-Taixé, Olga Russakovsky, Sanja Fidler, Jonathan Lorraine
- Published: 02 Mar 2026, Last Modified: 05 Mar 2026
- ICLR 2026 Workshop World Models
- Readers: Everyone
Bootstrapped Mixed Rewards for RL Post-Training: Injecting Canonical Action Order
Prakhar Gupta, Vaibhav Gupta
- Published: 02 Mar 2026, Last Modified: 05 Mar 2026
- ICLR 2026 Workshop World Models
- Readers: Everyone
LaMo: A Latent Motion World Model for Long-Horizon Prediction
Azwar Abdulsalam, Christopher Hoang, Mengye Ren
- Published: 02 Mar 2026, Last Modified: 05 Mar 2026
- ICLR 2026 Workshop World Models
- Readers: Everyone
Self-Improving World Models via Asymmetric Forward-Inverse Consistency
Yuejiang Liu, Lingjing Kong, Fan Feng, Weifeng Lu, Jinzhou Tang, XiangCheng Zhang, Kun Zhang, Kevin Murphy, Yilun Du, Chelsea Finn
- Published: 02 Mar 2026, Last Modified: 05 Mar 2026
- ICLR 2026 Workshop World Models
- Readers: Everyone
A Behavioural and Representational Evaluation of Goal-Directedness in Language Model Agents
Raghu Arghal, Phoebe Chen, Niall Dalton, Evgenii Kortukov, Calum McNamara, Angelos Nalmpantis, Moksh Nirvaan, Gabriele Sarti, Mario Giulianelli
- Published: 02 Mar 2026, Last Modified: 05 Mar 2026
- ICLR 2026 Workshop World Models
- Readers: Everyone
RigidBench: Evaluating Rigid-Body Physics in Video Generation Models
Swarnim Jain, Shangzhe Wu
- Published: 02 Mar 2026, Last Modified: 05 Mar 2026
- ICLR 2026 Workshop World Models
- Readers: Everyone
[Tiny Paper] Intrinsic-Energy Joint Embedding Predictive Architectures Induce Quasimetric Spaces
Anthony Kobanda, Waris Radji
- Published: 02 Mar 2026, Last Modified: 05 Mar 2026
- ICLR 2026 Workshop World Models
- Readers: Everyone
World Action Models are Zero-shot Policies
Seonghyeon Ye, Yunhao Ge, Kaiyuan Zheng, Shenyuan Gao, Sihyun Yu, George Kurian, Suneel Indupuru, You Liang Tan, Chuning Zhu, Jiannan Xiang, Ayaan Naveed Malik, Kyungmin Lee, William Liang, Nadun Ranawaka Arachchige, Jiasheng Gu, Yinzhen Xu, Guanzhi Wang, Fengyuan Hu, Avnish Narayan, Johan Bjorck et al. (16 additional authors not shown)
Do LLMs Build Spatial World Models? Evidence from Grid-World Maze Tasks
Weijiang Li, Yilin Zhu, Rajarshi Das, Parijat Dube
- Published: 02 Mar 2026, Last Modified: 05 Mar 2026
- ICLR 2026 Workshop World Models
- Readers: Everyone
Cross-View World Models
Rishabh Sharma, Gijs Hogervorst, Wayne Mackey, David Heeger, Stefano Martiniani
- Published: 02 Mar 2026, Last Modified: 05 Mar 2026
- ICLR 2026 Workshop World Models
- Readers: Everyone
[Tiny Paper] GEST-Engine: Controllable Multi-Actor Video Synthesis with Perfect Spatiotemporal Annotations
Nicolae Cudlenco, Mihai Masala, Marius Leordeanu
- Published: 02 Mar 2026, Last Modified: 05 Mar 2026
- ICLR 2026 Workshop World Models
- Readers: Everyone
Consistent Video World Model With Geometry-Aware Rotary Position Embedding
Chendong Xiang, Jiajun Liu, Jintao Zhang, Xiao Yang, Zhengwei Fang, Shizun Wang, Zijun Wang, Yingtian Zou, Hang Su, Jun Zhu
- Published: 02 Mar 2026, Last Modified: 05 Mar 2026
- ICLR 2026 Workshop World Models
- Readers: Everyone
Reward-Forcing: Autoregressive Video Generation with Reward Feedback
Jingran Zhang, Ning Li, Yuanhao Ban, Andrew Bai, Justin Cui
- Published: 02 Mar 2026, Last Modified: 05 Mar 2026
- ICLR 2026 Workshop World Models
- Readers: Everyone
Safe Context Switching for Agents in the Wild: Mitigating Subspace Interference via Orthogonal Adaptation
Akash Das, Ishan Roy
- Published: 02 Mar 2026, Last Modified: 05 Mar 2026
- ICLR 2026 Workshop World Models
- Readers: Everyone
Physical Informed Driving World Models
Zhuoran Yang, Yanyong Zhang
- Published: 02 Mar 2026, Last Modified: 05 Mar 2026
- ICLR 2026 Workshop World Models
- Readers: Everyone
Next Embedding Prediction Makes World Models Stronger
George Bredis, Nikita Balagansky, Daniil Gavrilov, Ruslan Rakhimov
- Published: 02 Mar 2026, Last Modified: 05 Mar 2026
- ICLR 2026 Workshop World Models
- Readers: Everyone
Neural Computers
Mingchen Zhuge, Changsheng Zhao, Haozhe Liu, Zijian Zhou, Shuming Liu, Wenyi Wang, Ernie Chang, Gael Le Lan, Junjie Fei, Wenxuan Zhang, Yasheng SUN, Yunyang Xiong, Zechun Liu, Zhipeng Cai, Yining Yang, Yuandong Tian, Yangyang Shi, Vikas Chandra, Jürgen Schmidhuber
- Published: 02 Mar 2026, Last Modified: 05 Mar 2026
- ICLR 2026 Workshop World Models
- Readers: Everyone
Structure from Diffusion: Taming Video Diffusion Models for Camera Pose Estimation in Dynamic Videos
Sihan Liu, Zhuoyuan Wu, Heng Yu, Jun Gao, Jose M. Alvarez
- Published: 02 Mar 2026, Last Modified: 05 Mar 2026
- ICLR 2026 Workshop World Models
- Readers: Everyone

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Published: 02 Mar 2026, Last Modified: 05 Mar 2026
ICLR 2026 Workshop World Models
Readers: Everyone