Reinforcement Learning

Deep Reinforcement Learning for Syntactic Error Repair in Student Programs AAAI 2019 Deictic Image Mapping: An Abstraction for Learning Pose Invariant Manipulation Policies AAAI 2019 Distributional Policy Optimization: An Alternative Approach for Continuous Control NeurIPS 2019 Diverse Exploration via Conjugate Policies for Policy Gradient Methods AAAI 2019 DIVINE: A Generative Adversarial Imitation Learning Framework for Knowledge Graph Reasoning EMNLP 2019 DOM-Q-NET: Grounded RL on Structured Language ICLR 2019 Dynamic Vehicle Traffic Control Using Deep Reinforcement Learning in Automated Material Handling System AAAI 2019 Explicit Planning for Efficient Exploration in Reinforcement Learning NeurIPS 2019 Exploration Bonus for Regret Minimization in Discrete and Continuous Average Reward MDPs NeurIPS 2019 Generalized Off-Policy Actor-Critic NeurIPS 2019 Goal-Oriented Dialogue Policy Learning from Failures AAAI 2019 Hierarchically Structured Reinforcement Learning for Topically Coherent Visual Story Generation AAAI 2019 Hindsight Credit Assignment NeurIPS 2019 Human-Like Decision Making: Document-level Aspect Sentiment Classification via Hierarchical Reinforcement Learning EMNLP 2019 Hybrid Reinforcement Learning with Expert State Sequences AAAI 2019 Imitation Learning from Observation AAAI 2019 Incorporating Graph Attention Mechanism into Knowledge Graph Reasoning Based on Deep Reinforcement Learning EMNLP 2019 Interactive Semantic Parsing for If-Then Recipes via Hierarchical Reinforcement Learning AAAI 2019 IPOMDP-Net: A Deep Neural Network for Partially Observable Multi-Agent Planning Using Interactive POMDPs AAAI 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 Learner-aware Teaching: Inverse Reinforcement Learning with Preferences and Constraints NeurIPS 2019 Learning from Trajectories via Subgoal Discovery NeurIPS 2019 Learning Generalized Temporal Abstractions across Both Action and Perception AAAI 2019 Learning in Generalized Linear Contextual Bandits with Stochastic Delays NeurIPS 2019