conftrace_

world model

189 papers

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Also known as

WM

Co-occurring keywords

model-based reinforcement learning (415) reinforcement learning (4352) autonomous driving (1142) self-supervised learning (3777) representation learning (6206) large language model (13587) video generation (707) video prediction (140) sample efficiency (472) zero-shot learning (3650)

Papers

Finetuning Offline World Models in the Real World CORL 2023
Reader: Model-based language-instructed reinforcement learning EMNLP 2023
Learning Dynamic Attribute-factored World Models for Efficient Multi-object Reinforcement Learning NIPS 2023
Thinker: Learning to Plan and Act NIPS 2023
STORM: Efficient Stochastic Transformer based World Models for Reinforcement Learning NIPS 2023
Learning World Models with Identifiable Factorization NIPS 2023
Pre-training Contextualized World Models with In-the-wild Videos for Reinforcement Learning NIPS 2023
Action Inference by Maximising Evidence: Zero-Shot Imitation from Observation with World Models NIPS 2023
Task-aware world model learning with meta weighting via bi-level optimization NIPS 2023
When Demonstrations meet Generative World Models: A Maximum Likelihood Framework for Offline Inverse Reinforcement Learning NIPS 2023
Facing Off World Model Backbones: RNNs, Transformers, and S4 NIPS 2023
Multi-View Masked World Models for Visual Robotic Manipulation ICML 2023
World Models for Math Story Problems ACL 2023
Dream to Generalize: Zero-Shot Model-Based Reinforcement Learning for Unseen Visual Distractions AAAI 2023
Persistent Nature: A Generative Model of Unbounded 3D Worlds CVPR 2023
Large Language Models as Commonsense Knowledge for Large-Scale Task Planning NIPS 2023
Language Models Meet World Models: Embodied Experiences Enhance Language Models NIPS 2023
Leveraging Pre-trained Large Language Models to Construct and Utilize World Models for Model-based Task Planning NIPS 2023
DREAMWALKER: Mental Planning for Continuous Vision-Language Navigation ICCV 2023
Learning Temporally AbstractWorld Models without Online Experimentation ICML 2023
Layout-Aware Dreamer for Embodied Visual Referring Expression Grounding AAAI 2023
Learning Neuro-Symbolic World Models with Conversational Proprioception ACL 2023
Tracking and Planning with Spatial World Models L4DC 2022
DayDreamer: World Models for Physical Robot Learning CORL 2022
Iso-Dream: Isolating and Leveraging Noncontrollable Visual Dynamics in World Models NIPS 2022