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Imitation Learning

125 directly classified papers

Papers per year

Papers

Text Editing as Imitation Game EMNLP 2022
PRHLT’s Submission to WLAC 2022 EMNLP 2022
LobsDICE: Offline Learning from Observation via Stationary Distribution Correction Estimation NIPS 2022
Neural Circuit Architectural Priors for Embodied Control NIPS 2022
Ask4Help: Learning to Leverage an Expert for Embodied Tasks NIPS 2022
Sequence Model Imitation Learning with Unobserved Contexts NIPS 2022
Robust Imitation of a Few Demonstrations with a Backwards Model NIPS 2022
LISA: Learning Interpretable Skill Abstractions from Language NIPS 2022
Non-Markovian Reward Modelling from Trajectory Labels via Interpretable Multiple Instance Learning NIPS 2022
Robust Imitation via Mirror Descent Inverse Reinforcement Learning NIPS 2022
Data augmentation for efficient learning from parametric experts NIPS 2022
Robotic Manipulation with Reinforcement Learning, State Representation Learning, and Imitation Learning (Student Abstract) AAAI 2021
Hierarchical Neural Dynamic Policies RSS 2021
Bridging the Imitation Gap by Adaptive Insubordination NIPS 2021
Augmenting Policy Learning with Routines Discovered from a Single Demonstration AAAI 2021
Refine and Imitate: Reducing Repetition and Inconsistency in Persuasion Dialogues via Reinforcement Learning and Human Demonstration EMNLP 2021
ReAgent: Point Cloud Registration Using Imitation and Reinforcement Learning CVPR 2021
How Do We Move: Modeling Human Movement with System Dynamics AAAI 2021
Reinforced Imitative Graph Representation Learning for Mobile User Profiling: An Adversarial Training Perspective AAAI 2021
What Matters for Adversarial Imitation Learning? NIPS 2021
Sequential Causal Imitation Learning with Unobserved Confounders NIPS 2021
Generalizable Imitation Learning from Observation via Inferring Goal Proximity NIPS 2021
Learning by Watching CVPR 2021
Hyperparameter Selection for Imitation Learning ICML 2021
Triple-GAIL: A Multi-Modal Imitation Learning Framework with Generative Adversarial Nets IJCAI 2020