Reinforcement Learning

Proximal Distilled Evolutionary Reinforcement Learning AAAI 2020 Querying to Find a Safe Policy under Uncertain Safety Constraints in Markov Decision Processes AAAI 2020 Randomized Exploration for Non-Stationary Stochastic Linear Bandits UAI 2020 Reasoning on Knowledge Graphs with Debate Dynamics AAAI 2020 Reducing Sampling Error in Batch Temporal Difference Learning ICML 2020 Regret Analysis of Bandit Problems with Causal Background Knowledge UAI 2020 Reinforced Curriculum Learning on Pre-Trained Neural Machine Translation Models AAAI 2020 Reinforcement Learning based Control of Imitative Policies for Near-Accident Driving RSS 2020 Reinforcement Learning Based Meta-Path Discovery in Large-Scale Heterogeneous Information Networks AAAI 2020 Reinforcement-Learning Based Portfolio Management with Augmented Asset Movement Prediction States 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 Framework for Deep Brain Stimulation Study IJCAI 2020 Reinforcement Learning in Feature Space: Matrix Bandit, Kernels, and Regret Bound ICML 2020 Reinforcement Learning When All Actions Are Not Always Available AAAI 2020 Reinforcement Learning with Non-Markovian Rewards AAAI 2020 Reinforcement Learning with Perturbed Rewards AAAI 2020 Reinforcement Learning with Videos: Combining Offline Observations with Interaction CoRL 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 Responsive Safety in Reinforcement Learning by PID Lagrangian Methods ICML 2020 Rethinking Supervised Learning and Reinforcement Learning in Task-Oriented Dialogue Systems EMNLP 2020 Reward Prediction Error as an Exploration Objective in Deep RL IJCAI 2020 Risk-Averse Trust Region Optimization for Reward-Volatility Reduction IJCAI 2020 RL-Duet: Online Music Accompaniment Generation Using Deep Reinforcement Learning AAAI 2020