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Imitation Learning

125 directly classified papers

Papers per year

Papers

An Empirical Comparison on Imitation Learning and Reinforcement Learning for Paraphrase Generation EMNLP 2019
Imitation Learning from Observation AAAI 2019
Vision-Based Navigation With Language-Based Assistance via Imitation Learning With Indirect Intervention CVPR 2019
Simultaneous Translation with Flexible Policy via Restricted Imitation Learning ACL 2019
An Imitation Learning Approach to Unsupervised Parsing ACL 2019
Improving Reinforcement Learning with Human Input IJCAI 2018
Exponentially Weighted Imitation Learning for Batched Historical Data NIPS 2018
Playing hard exploration games by watching YouTube NIPS 2018
Maximum Causal Tsallis Entropy Imitation Learning NIPS 2018
Learning How to Actively Learn: A Deep Imitation Learning Approach ACL 2018
Verifiable Reinforcement Learning via Policy Extraction NIPS 2018
Learning Beam Search Policies via Imitation Learning NIPS 2018
Agile Autonomous Driving using End-to-End Deep Imitation Learning RSS 2018
A Bayesian Approach to Generative Adversarial Imitation Learning NIPS 2018
One-Shot Imitation Learning NIPS 2017
State Aware Imitation Learning NIPS 2017
Robust Imitation of Diverse Behaviors NIPS 2017
Multi-Modal Imitation Learning from Unstructured Demonstrations using Generative Adversarial Nets NIPS 2017
InfoGAIL: Interpretable Imitation Learning from Visual Demonstrations NIPS 2017
Generating Long-term Trajectories Using Deep Hierarchical Networks NIPS 2016
Data Generation as Sequential Decision Making NIPS 2015
Imitation Learning by Coaching NIPS 2012
A Reduction from Apprenticeship Learning to Classification NIPS 2010
Hierarchical Apprenticeship Learning with Application to Quadruped Locomotion NIPS 2007
Learning Nonparametric Models for Probabilistic Imitation NIPS 2006