world model

Learning Symmetric Embeddings for Equivariant World Models ICML 2022 Masked World Models for Visual Control CoRL 2022 Perceiving the World: Question-guided Reinforcement Learning for Text-based Games ACL 2022 PLM-based World Models for Text-based Games EMNLP 2022 Procedural generalization by planning with self-supervised world models ICLR 2022 Reinforcement Learning with Action-Free Pre-Training from Videos ICML 2022 Toward Compositional Generalization in Object-Oriented World Modeling ICML 2022 Tracking and Planning with Spatial World Models L4DC 2022 Augmented World Models Facilitate Zero-Shot Dynamics Generalization From a Single Offline Environment ICML 2021 Deep Innovation Protection: Confronting the Credit Assignment Problem in Training Heterogeneous Neural Architectures AAAI 2021 Discovering and Achieving Goals via World Models NeurIPS 2021 Learning Behaviors through Physics-driven Latent Imagination CoRL 2021 Learning Knowledge Graph-based World Models of Textual Environments NeurIPS 2021 Mastering Atari with Discrete World Models ICLR 2021 On the Model-Based Stochastic Value Gradient for Continuous Reinforcement Learning L4DC 2021 Pathdreamer: A World Model for Indoor Navigation ICCV 2021 Reinforcement Learning with a Disentangled Universal Value Function for Item Recommendation AAAI 2021 Structured World Belief for Reinforcement Learning in POMDP ICML 2021 Temporal Predictive Coding For Model-Based Planning In Latent Space ICML 2021 The Active Sensing Testbed AAAI 2021 World Model as a Graph: Learning Latent Landmarks for Planning ICML 2021 Active World Model Learning with Progress Curiosity ICML 2020 Bridging Imagination and Reality for Model-Based Deep Reinforcement Learning NeurIPS 2020 Deep Latent Competition: Learning to Race Using Visual Control Policies in Latent Space CoRL 2020 Dream to Control: Learning Behaviors by Latent Imagination ICLR 2020