Reinforcement Learning

Guide Actor-Critic for Continuous Control ICLR 2018 Guided Feature Transformation (GFT): A Neural Language Grounding Module for Embodied Agents CoRL 2018 Hardware Conditioned Policies for Multi-Robot Transfer Learning NeurIPS 2018 Hashing over Predicted Future Frames for Informed Exploration of Deep Reinforcement Learning IJCAI 2018 Hierarchical and Interpretable Skill Acquisition in Multi-task Reinforcement Learning ICLR 2018 Hierarchical Imitation and Reinforcement Learning ICML 2018 Hierarchical Reinforcement Learning for Zero-shot Generalization with Subtask Dependencies NeurIPS 2018 High-Fidelity Simulated Players for Interactive Narrative Planning IJCAI 2018 IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures ICML 2018 Implicit Quantile Networks for Distributional Reinforcement Learning ICML 2018 Importance Sampling for Fair Policy Selection IJCAI 2018 Importance Weighted Transfer of Samples in Reinforcement Learning ICML 2018 Impression Allocation for Combating Fraud in E-commerce Via Deep Reinforcement Learning with Action Norm Penalty IJCAI 2018 Improving Exploration in Evolution Strategies for Deep Reinforcement Learning via a Population of Novelty-Seeking Agents NeurIPS 2018 Improving Multi-Robot Behavior Using Learning-Based Receding Horizon Task Allocation RSS 2018 Improving Reinforcement Learning Based Image Captioning with Natural Language Prior EMNLP 2018 Improving Reinforcement Learning with Human Input IJCAI 2018 Improving the Universality and Learnability of Neural Programmer-Interpreters with Combinator Abstraction ICLR 2018 Inequity aversion improves cooperation in intertemporal social dilemmas NeurIPS 2018 Inference Aided Reinforcement Learning for Incentive Mechanism Design in Crowdsourcing NeurIPS 2018 Integrating kinematics and environment context into deep inverse reinforcement learning for predicting off-road vehicle trajectories CoRL 2018 Interactive Robot Transition Repair With SMT IJCAI 2018 Intervention Aided Reinforcement Learning for Safe and Practical Policy Optimization in Navigation CoRL 2018 Intrinsic Motivation and Automatic Curricula via Asymmetric Self-Play ICLR 2018 IQA: Visual Question Answering in Interactive Environments CVPR 2018