{"total":18,"rows":[{"id":"2403.02622","title":"World Models for Autonomous Driving: An Initial Survey","created":"2024-03-05","cited_by_count":80,"area":"wm"},{"id":"1801.06176","title":"Deep Dyna-Q: Integrating Planning for Task-Completion Dialogue Policy Learning","created":"2018-01-18","cited_by_count":21,"area":"wm"},{"id":"2503.04416","title":"Learning Transformer-based World Models with Contrastive Predictive Coding","created":"2025-03-06","cited_by_count":20,"area":"wm"},{"id":"2405.15083","title":"MuDreamer: Learning Predictive World Models without Reconstruction","created":"2024-05-23","cited_by_count":13,"area":"wm"},{"id":"2509.09737","title":"World Modeling with Probabilistic Structure Integration","created":"2025-09-10","cited_by_count":7,"area":"wm"},{"id":"2601.17067","title":"A Mechanistic View on Video Generation as World Models: State and Dynamics","created":"2026-01-22","cited_by_count":6,"area":"wm"},{"id":"2305.14223","title":"Co-Learning Empirical Games and World Models","created":"2023-05-23","cited_by_count":4,"area":"wm"},{"id":"2410.20922","title":"FACTS: A Factored State-Space Framework For World Modelling","created":"2024-10-28","cited_by_count":4,"area":"wm"},{"id":"2606.01626","title":"IMWM: Intuition Models Complement World Models for Latent Planning","created":"2026-06-01","cited_by_count":4,"area":"wm"},{"id":"2506.02612","title":"Simple, Good, Fast: Self-Supervised World Models Free of Baggage","created":"2025-06-03","cited_by_count":3,"area":"wm"},{"id":"2604.06155","title":"Toward Consistent World Models with Multi-Token Prediction and Latent Semantic Enhancement","created":"2026-04-07","cited_by_count":3,"area":"wm"},{"id":"2608.29998","title":"The Intervention Gap in Latent World Models","created":"2026-08-30","cited_by_count":3,"area":"wm"},{"id":"2305.14644","title":"KARNet: Kalman Filter Augmented Recurrent Neural Network for Learning World Models in Autonomous Driving Tasks","created":"2023-05-24","cited_by_count":2,"area":"wm"},{"id":"2506.08149","title":"Ego-centric Learning of Communicative World Models for Autonomous Driving","created":"2025-06-09","cited_by_count":2,"area":"wm"},{"id":"2607.04464","title":"Operator-on-F complements value-equivalence: a planning-time diagnostic for latent world models","created":"2026-07-05","cited_by_count":2,"area":"wm"},{"id":"2401.11660","title":"Differentiable Tree Search Network","created":"2024-01-22","cited_by_count":1,"area":"wm"},{"id":"2608.26190","title":"Predicting Consequences and Reinforcing Navigation Policies with Latent World Models","created":"2026-08-23","cited_by_count":1,"area":"wm"},{"id":"2609.33030","title":"What Must a World Model Distinguish for Planning?","created":"2026-09-26","cited_by_count":0,"area":"wm"}],"next_cursor":null}