hierarchical reinforcement learning

Learning Navigation Subroutines from Egocentric Videos CoRL 2019 Learning Representations in Model-Free Hierarchical Reinforcement Learning AAAI 2019 Logic-Based Sequential Decision-Making AAAI 2019 Multi-Agent Manipulation via Locomotion using Hierarchical Sim2Real CoRL 2019 Natural Option Critic AAAI 2019 Near-Optimal Representation Learning for Hierarchical Reinforcement Learning ICLR 2019 On Reinforcement Learning for Full-Length Game of StarCraft AAAI 2019 Playing FPS Games With Environment-Aware Hierarchical Reinforcement Learning IJCAI 2019 SDRL: Interpretable and Data-Efficient Deep Reinforcement Learning Leveraging Symbolic Planning AAAI 2019 The Option Keyboard: Combining Skills in Reinforcement Learning NeurIPS 2019 An Inference-Based Policy Gradient Method for Learning Options ICML 2018 Autonomous Sub-domain Modeling for Dialogue Policy with Hierarchical Deep Reinforcement Learning EMNLP 2018 Data-Efficient Hierarchical Reinforcement Learning NeurIPS 2018 Hierarchical Imitation and Reinforcement Learning ICML 2018 Hierarchical Reinforcement Learning for Zero-shot Generalization with Subtask Dependencies NeurIPS 2018 Hierarchical Subtask Discovery with Non-Negative Matrix Factorization ICLR 2018 Latent Space Policies for Hierarchical Reinforcement Learning ICML 2018 Learning Abstract Options NeurIPS 2018 PEORL: Integrating Symbolic Planning and Hierarchical Reinforcement Learning for Robust Decision-Making IJCAI 2018 Self-Consistent Trajectory Autoencoder: Hierarchical Reinforcement Learning with Trajectory Embeddings ICML 2018 Subgoal Discovery for Hierarchical Dialogue Policy Learning EMNLP 2018 Universal Agent for Disentangling Environments and Tasks ICLR 2018 Using Reward Machines for High-Level Task Specification and Decomposition in Reinforcement Learning ICML 2018 Video Captioning via Hierarchical Reinforcement Learning CVPR 2018 A Laplacian Framework for Option Discovery in Reinforcement Learning ICML 2017