imitation learning

Variational Imitation Learning with Diverse-quality Demonstrations ICML 2020 Vision-Based Goal-Conditioned Policies for Underwater Navigation in the Presence of Obstacles RSS 2020 Watch, Try, Learn: Meta-Learning from Demonstrations and Rewards ICLR 2020 Accelerating Imitation Learning with Predictive Models AISTATS 2019 Active Learning within Constrained Environments through Imitation of an Expert Questioner IJCAI 2019 A Divergence Minimization Perspective on Imitation Learning Methods CoRL 2019 An Empirical Comparison on Imitation Learning and Reinforcement Learning for Paraphrase Generation EMNLP 2019 An Imitation Learning Approach to Unsupervised Parsing ACL 2019 A Survey of Reinforcement Learning Informed by Natural Language IJCAI 2019 Attention Guided Imitation Learning and Reinforcement Learning AAAI 2019 Better-than-Demonstrator Imitation Learning via Automatically-Ranked Demonstrations CoRL 2019 Bounded Suboptimal Search with Learned Heuristics for Multi-Agent Systems AAAI 2019 Causal Confusion in Imitation Learning NeurIPS 2019 ChauffeurNet: Learning to Drive by Imitating the Best and Synthesizing the Worst RSS 2019 Compiler Auto-Vectorization with Imitation Learning NeurIPS 2019 Compositional Plan Vectors NeurIPS 2019 Conditional Driving from Natural Language Instructions CoRL 2019 Correlation Priors for Reinforcement Learning NeurIPS 2019 Co-training for Policy Learning UAI 2019 Deep imitation learning for molecular inverse problems NeurIPS 2019 Dialogue Generation: From Imitation Learning to Inverse Reinforcement Learning AAAI 2019 Dynamic Experience Replay CoRL 2019 Efficiently Combining Human Demonstrations and Interventions for Safe Training of Autonomous Systems in Real-Time AAAI 2019 Exact Combinatorial Optimization with Graph Convolutional Neural Networks NeurIPS 2019 Exploiting the Ground-Truth: An Adversarial Imitation Based Knowledge Distillation Approach for Event Detection AAAI 2019