Deep RL

RD$^2$: Reward Decomposition with Representation Decomposition NeurIPS 2020 Reasoning Like Human: Hierarchical Reinforcement Learning for Knowledge Graph Reasoning IJCAI 2020 Rebalancing Expanding EV Sharing Systems with Deep Reinforcement Learning IJCAI 2020 Recurrent Chunking Mechanisms for Long-Text Machine Reading Comprehension ACL 2020 Reducing Sampling Error in Batch Temporal Difference Learning ICML 2020 Reinforced Curriculum Learning on Pre-Trained Neural Machine Translation Models AAAI 2020 Reinforced Feature Points: Optimizing Feature Detection and Description for a High-Level Task CVPR 2020 Reinforced Multi-task Approach for Multi-hop Question Generation COLING 2020 Reinforcement Learning Based Meta-Path Discovery in Large-Scale Heterogeneous Information Networks AAAI 2020 Reinforcement Learning for Integer Programming: Learning to Cut ICML 2020 Reinforcement Learning for Molecular Design Guided by Quantum Mechanics ICML 2020 Reinforcement Learning for Safety-Critical Control under Model Uncertainty, using Control Lyapunov Functions and Control Barrier Functions RSS 2020 Reinforcement Learning from Imperfect Demonstrations under Soft Expert Guidance AAAI 2020 Reinforcement Learning of Risk-Constrained Policies in Markov Decision Processes AAAI 2020 Reinforcement Learning with Combinatorial Actions: An Application to Vehicle Routing NeurIPS 2020 Reinforcement Learning with Dynamic Boltzmann Softmax Updates IJCAI 2020 Reinforcement Learning with Feedback Graphs NeurIPS 2020 Reinforcement Learning with General Value Function Approximation: Provably Efficient Approach via Bounded Eluder Dimension NeurIPS 2020 Reinforcement Learning with Imbalanced Dataset for Data-to-Text Medical Report Generation EMNLP 2020 Reinforcement Learning with Non-Markovian Rewards AAAI 2020 Reinforcement Learning with Perturbed Rewards AAAI 2020 Reinforcement Mechanism Design: With Applications to Dynamic Pricing in Sponsored Search Auctions AAAI 2020 Reinforcing an Image Caption Generator Using Off-Line Human Feedback AAAI 2020 Relation-Aware Transformer for Portfolio Policy Learning IJCAI 2020 Residual Policy Learning for Shared Autonomy RSS 2020