Reinforcement Learning

Steady-State Policy Synthesis in Multichain Markov Decision Processes IJCAI 2020 Stochastically Dominant Distributional Reinforcement Learning ICML 2020 Stochastic bandits with arm-dependent delays ICML 2020 Streaming Chunk-Aware Multihead Attention for Online End-to-End Speech Recognition Interspeech 2020 Structured Mechanical Models for Robot Learning and Control L4DC 2020 Sub-Goal Trees a Framework for Goal-Based Reinforcement Learning ICML 2020 Supervised Seeded Iterated Learning for Interactive Language Learning EMNLP 2020 SVRG for Policy Evaluation with Fewer Gradient Evaluations IJCAI 2020 Syntactic and Semantic-driven Learning for Open Information Extraction EMNLP 2020 Table2Analysis: Modeling and Recommendation of Common Analysis Patterns for Multi-Dimensional Data AAAI 2020 The Choice Function Framework for Online Policy Improvement AAAI 2020 The Mean-Squared Error of Double Q-Learning NeurIPS 2020 Toward A Thousand Lights: Decentralized Deep Reinforcement Learning for Large-Scale Traffic Signal Control AAAI 2020 Toward fusion plasma scenario planning for NSTX-U using machine-learning-accelerated models L4DC 2020 Towards Hands-Free Visual Dialog Interactive Recommendation AAAI 2020 Trading Plan Cost for Timeliness in Situated Temporal Planning IJCAI 2020 Tuning-free Plug-and-Play Proximal Algorithm for Inverse Imaging Problems ICML 2020 Uncertainty-Aware Action Advising for Deep Reinforcement Learning Agents AAAI 2020 Uncorrected Least-Squares Temporal Difference with Lambda-Return AAAI 2020 Understanding the Curse of Horizon in Off-Policy Evaluation via Conditional Importance Sampling ICML 2020 Universal Value Iteration Networks: When Spatially-Invariant Is Not Universal AAAI 2020 Unsupervised KB-to-Text Generation with Auxiliary Triple Extraction using Dual Learning AACL 2020 Variance-Reduced Off-Policy TDC Learning: Non-Asymptotic Convergence Analysis NeurIPS 2020 Verifiable RNN-Based Policies for POMDPs Under Temporal Logic Constraints IJCAI 2020 Weakly-Supervised Video Moment Retrieval via Semantic Completion Network AAAI 2020