world model

Emergent World Representations: Exploring a Sequence Model Trained on a Synthetic Task ICLR 2023 Explainable Reinforcement Learning via a Causal World Model IJCAI 2023 Facing Off World Model Backbones: RNNs, Transformers, and S4 NeurIPS 2023 Finetuning Offline World Models in the Real World CoRL 2023 Go Beyond Imagination: Maximizing Episodic Reachability with World Models ICML 2023 KURL: A Knowledge-Guided Reinforcement Learning Model for Active Object Tracking ACML 2023 Language Models Meet World Models: Embodied Experiences Enhance Language Models NeurIPS 2023 Large Language Models as Commonsense Knowledge for Large-Scale Task Planning NeurIPS 2023 Latent State Marginalization as a Low-cost Approach for Improving Exploration ICLR 2023 Layout-Aware Dreamer for Embodied Visual Referring Expression Grounding AAAI 2023 Learning Dynamic Attribute-factored World Models for Efficient Multi-object Reinforcement Learning NeurIPS 2023 Learning Neuro-Symbolic World Models with Conversational Proprioception ACL 2023 Learning Temporally AbstractWorld Models without Online Experimentation ICML 2023 Learning World Models with Identifiable Factorization NeurIPS 2023 Leveraging Pre-trained Large Language Models to Construct and Utilize World Models for Model-based Task Planning NeurIPS 2023 Model-Based Simulation for Optimising Smart Reply ACL 2023 MoDem: Accelerating Visual Model-Based Reinforcement Learning with Demonstrations ICLR 2023 Multi Time Scale World Models NeurIPS 2023 Multi-View Masked World Models for Visual Robotic Manipulation ICML 2023 On the Feasibility of Cross-Task Transfer with Model-Based Reinforcement Learning ICLR 2023 Persistent Nature: A Generative Model of Unbounded 3D Worlds CVPR 2023 Planning Goals for Exploration ICLR 2023 POSQA: Probe the World Models of LLMs with Size Comparisons EMNLP 2023 Powderworld: A Platform for Understanding Generalization via Rich Task Distributions ICLR 2023 Pre-training Contextualized World Models with In-the-wild Videos for Reinforcement Learning NeurIPS 2023