conftrace_

world model

311 papers

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Also known as

WM

Co-occurring keywords · papers mentioning both

model-based reinforcement learning (71) reinforcement learning (51) autonomous driving (29) video generation (23) sample efficiency (23) self-supervised learning (17) representation learning (16) large language model (12) video prediction (12) latent space (11)

Papers

Simple, Good, Fast: Self-Supervised World Models Free of Baggage ICLR 2025 Text2World: Benchmarking Large Language Models for Symbolic World Model Generation ACL 2025 The Limits of Predicting Agents from Behaviour ICML 2025 Time-Aware World Model for Adaptive Prediction and Control ICML 2025 Trajectory World Models for Heterogeneous Environments ICML 2025 UniReal: Universal Image Generation and Editing via Learning Real-world Dynamics CVPR 2025 Unlocking Smarter Device Control: Foresighted Planning with a World Model-Driven Code Execution Approach EMNLP 2025 Video-Enhanced Offline Reinforcement Learning: A Model-Based Approach ICML 2025 VisualPredicator: Learning Abstract World Models with Neuro-Symbolic Predicates for Robot Planning ICLR 2025 Web Agents with World Models: Learning and Leveraging Environment Dynamics in Web Navigation ICLR 2025 WebEvolver: Enhancing Web Agent Self-Improvement with Co-evolving World Model EMNLP 2025 What Has a Foundation Model Found? Using Inductive Bias to Probe for World Models ICML 2025 World4Drive: End-to-End Autonomous Driving via Intention-aware Physical Latent World Model ICCV 2025 World Modeling Makes a Better Planner: Dual Preference Optimization for Embodied Task Planning ACL 2025 AD3: Implicit Action is the Key for World Models to Distinguish the Diverse Visual Distractors ICML 2024 Boosting Efficiency in Task-Agnostic Exploration through Causal Knowledge IJCAI 2024 CheckersGPT: Learning World Models through Language Modeling ACL 2024 Copilot4D: Learning Unsupervised World Models for Autonomous Driving via Discrete Diffusion ICLR 2024 Diffusion for World Modeling: Visual Details Matter in Atari NeurIPS 2024 Do LLMs Build World Representations? Probing Through the Lens of State Abstraction NeurIPS 2024 Do Transformer World Models Give Better Policy Gradients? ICML 2024 DriveWorld: 4D Pre-trained Scene Understanding via World Models for Autonomous Driving CVPR 2024 DrivingDojo Dataset: Advancing Interactive and Knowledge-Enriched Driving World Model NeurIPS 2024 Driving into the Future: Multiview Visual Forecasting and Planning with World Model for Autonomous Driving CVPR 2024 Efficient imitation learning with conservative world models L4DC 2024