Imitation Learning

Help, Anna! Visual Navigation with Natural Multimodal Assistance via Retrospective Curiosity-Encouraging Imitation Learning EMNLP 2019 Imitation Learning from Observation AAAI 2019 Learning to request guidance in emergent language EMNLP 2019 Learning to Steer by Mimicking Features from Heterogeneous Auxiliary Networks AAAI 2019 Leveraging Experience in Lazy Search RSS 2019 Meta-Inverse Reinforcement Learning with Probabilistic Context Variables NeurIPS 2019 Overcoming Blind Spots in the Real World: Leveraging Complementary Abilities for Joint Execution AAAI 2019 Seeded self-play for language learning EMNLP 2019 Simultaneous Translation with Flexible Policy via Restricted Imitation Learning ACL 2019 Vision-Based Navigation With Language-Based Assistance via Imitation Learning With Indirect Intervention CVPR 2019 A Bayesian Approach to Generative Adversarial Imitation Learning NeurIPS 2018 Agile Autonomous Driving using End-to-End Deep Imitation Learning RSS 2018 Exponentially Weighted Imitation Learning for Batched Historical Data NeurIPS 2018 Improving Reinforcement Learning with Human Input IJCAI 2018 Learning Beam Search Policies via Imitation Learning NeurIPS 2018 Learning How to Actively Learn: A Deep Imitation Learning Approach ACL 2018 Maximum Causal Tsallis Entropy Imitation Learning NeurIPS 2018 Playing hard exploration games by watching YouTube NeurIPS 2018 Verifiable Reinforcement Learning via Policy Extraction NeurIPS 2018 InfoGAIL: Interpretable Imitation Learning from Visual Demonstrations NeurIPS 2017 Multi-Modal Imitation Learning from Unstructured Demonstrations using Generative Adversarial Nets NeurIPS 2017 One-Shot Imitation Learning NeurIPS 2017 Robust Imitation of Diverse Behaviors NeurIPS 2017 State Aware Imitation Learning NeurIPS 2017 Generating Long-term Trajectories Using Deep Hierarchical Networks NeurIPS 2016