imitation learning

Learning to Plan with Logical Automata RSS 2019 Learning to request guidance in emergent language EMNLP 2019 LeTS-Drive: Driving in a Crowd by Learning from Tree Search RSS 2019 Leveraging Experience in Lazy Search RSS 2019 Leveraging Human Guidance for Deep Reinforcement Learning Tasks IJCAI 2019 Leveraging Observations in Bandits: Between Risks and Benefits AAAI 2019 Meta-Inverse Reinforcement Learning with Probabilistic Context Variables NeurIPS 2019 MineRL: A Large-Scale Dataset of Minecraft Demonstrations IJCAI 2019 Model-Free IRL Using Maximum Likelihood Estimation AAAI 2019 Non-Monotonic Sequential Text Generation ICML 2019 OIL: Observational Imitation Learning RSS 2019 On-Policy Robot Imitation Learning from a Converging Supervisor CoRL 2019 Overcoming Blind Spots in the Real World: Leveraging Complementary Abilities for Joint Execution AAAI 2019 Pay Attention! - Robustifying a Deep Visuomotor Policy Through Task-Focused Visual Attention CVPR 2019 Provably Efficient Imitation Learning from Observation Alone ICML 2019 PyRoboLearn: A Python Framework for Robot Learning Practitioners CoRL 2019 Random Expert Distillation: Imitation Learning via Expert Policy Support Estimation ICML 2019 Randomized Adversarial Imitation Learning for Autonomous Driving IJCAI 2019 Recent Advances in Imitation Learning from Observation IJCAI 2019 Reinforced Cross-Modal Matching and Self-Supervised Imitation Learning for Vision-Language Navigation CVPR 2019 Relay Policy Learning: Solving Long-Horizon Tasks via Imitation and Reinforcement Learning CoRL 2019 Riemannian Motion Policy Fusion through Learnable Lyapunov Function Reshaping CoRL 2019 Risk-Sensitive Generative Adversarial Imitation Learning AISTATS 2019 Sample-Efficient Imitation Learning via Generative Adversarial Nets AISTATS 2019 Seeded self-play for language learning EMNLP 2019