Reinforcement Learning

Interactive Semantic Parsing for If-Then Recipes via Hierarchical Reinforcement Learning AAAI 2019 Interactive Teaching Algorithms for Inverse Reinforcement Learning IJCAI 2019 Interval timing in deep reinforcement learning agents NeurIPS 2019 Intrinsically Efficient, Stable, and Bounded Off-Policy Evaluation for Reinforcement Learning NeurIPS 2019 Inverting Learned Dynamics Models for Aggressive Multirotor Control RSS 2019 IPOMDP-Net: A Deep Neural Network for Partially Observable Multi-Agent Planning Using Interactive POMDPs AAAI 2019 IRLAS: Inverse Reinforcement Learning for Architecture Search CVPR 2019 Iterative Linearized Control: Stable Algorithms and Complexity Guarantees ICML 2019 KAMA-NNs: Low-dimensional Rotation Based Neural Networks AISTATS 2019 Keeping Your Distance: Solving Sparse Reward Tasks Using Self-Balancing Shaped Rewards NeurIPS 2019 Kernel-Based Reinforcement Learning in Robust Markov Decision Processes ICML 2019 Knowledge Base Question Answering with Topic Units IJCAI 2019 Know More about Each Other: Evolving Dialogue Strategy via Compound Assessment ACL 2019 Language as an Abstraction for Hierarchical Deep Reinforcement Learning NeurIPS 2019 Language-Driven Temporal Activity Localization: A Semantic Matching Reinforcement Learning Model CVPR 2019 Language-guided Semantic Mapping and Mobile Manipulation in Partially Observable Environments CoRL 2019 Large-Scale Home Energy Management Using Entropy-Based Collective Multiagent Deep Reinforcement Learning Framework IJCAI 2019 Large-Scale Interactive Recommendation with Tree-Structured Policy Gradient AAAI 2019 Large Scale Learning of Agent Rationality in Two-Player Zero-Sum Games AAAI 2019 Large Scale Markov Decision Processes with Changing Rewards NeurIPS 2019 Large-Scale Study of Curiosity-Driven Learning ICLR 2019 Leadership in Congestion Games: Multiple User Classes and Non-Singleton Actions IJCAI 2019 Learner-aware Teaching: Inverse Reinforcement Learning with Preferences and Constraints NeurIPS 2019 Learning Action Representations for Reinforcement Learning ICML 2019 Learning a Prior over Intent via Meta-Inverse Reinforcement Learning ICML 2019