imitation learning

Exploring the Limitations of Behavior Cloning for Autonomous Driving ICCV 2019 Extrapolating Beyond Suboptimal Demonstrations via Inverse Reinforcement Learning from Observations ICML 2019 Generative predecessor models for sample-efficient imitation learning ICLR 2019 Goal-conditioned Imitation Learning NeurIPS 2019 Guided Meta-Policy Search NeurIPS 2019 Help, Anna! Visual Navigation with Natural Multimodal Assistance via Retrospective Curiosity-Encouraging Imitation Learning EMNLP 2019 Hybrid Reinforcement Learning with Expert State Sequences AAAI 2019 Hybrid system identification using switching density networks CoRL 2019 Imitating Latent Policies from Observation ICML 2019 Imitation Learning for Human Pose Prediction ICCV 2019 Imitation Learning for Non-Autoregressive Neural Machine Translation ACL 2019 Imitation Learning from Imperfect Demonstration ICML 2019 Imitation Learning from Observation AAAI 2019 Imitation Learning from Observations by Minimizing Inverse Dynamics Disagreement NeurIPS 2019 Imitation Learning from Video by Leveraging Proprioception IJCAI 2019 Imitation-Projected Programmatic Reinforcement Learning NeurIPS 2019 Imitation-Regularized Offline Learning AISTATS 2019 Learning Decentralized Controllers for Robot Swarms with Graph Neural Networks CoRL 2019 Learning Deep Decentralized Policy Network by Collective Rewards for Real-Time Combat Game IJCAI 2019 Learning Exploration Policies for Navigation ICLR 2019 Learning from Trajectories via Subgoal Discovery NeurIPS 2019 Learning Parametric Constraints in High Dimensions from Demonstrations CoRL 2019 Learning Reactive Motion Policies in Multiple Task Spaces from Human Demonstrations CoRL 2019 Learning to Map Natural Language Instructions to Physical Quadcopter Control using Simulated Flight CoRL 2019 Learning to Navigate Unseen Environments: Back Translation with Environmental Dropout NAACL 2019