v1v2v3v4v5v6 (latest)

Adversarial Soft Advantage Fitting: Imitation Learning without Policy Optimization

Neural Information Processing Systems (NeurIPS), 2020

23 June 2020

Papers citing "Adversarial Soft Advantage Fitting: Imitation Learning without Policy Optimization"

12 / 12 papers shown

Diffusing States and Matching Scores: A New Framework for Imitation LearningInternational Conference on Learning Representations (ICLR), 2024

450

17 Oct 2024

Inverse Decision Modeling: Learning Interpretable Representations of BehaviorInternational Conference on Machine Learning (ICML), 2023

210

28 Oct 2023

All by Myself: Learning Individualized Competitive Behaviour with a Contrastive Reinforcement Learning optimizationNeural Networks (NN), 2022

Pablo V. A. Barros

A. Sciutti

SSL

201

02 Oct 2023

SequenceMatch: Imitation Learning for Autoregressive Sequence Modelling with BacktrackingInternational Conference on Learning Representations (ICLR), 2023

Chris Cundy

Stefano Ermon

266

08 Jun 2023

Sample-efficient Adversarial Imitation LearningJournal of machine learning research (JMLR), 2023

340

14 Mar 2023

Maximum-Likelihood Inverse Reinforcement Learning with Finite-Time GuaranteesNeural Information Processing Systems (NeurIPS), 2022

379

04 Oct 2022

Proximal Point Imitation LearningNeural Information Processing Systems (NeurIPS), 2022

465

22 Sep 2022

Model-Based Imitation Learning Using Entropy Regularization of Model and PolicyIEEE Robotics and Automation Letters (RA-L), 2022

E. Uchibe

215

21 Jun 2022

Self-Imitation Learning from Demonstrations

203

21 Mar 2022

IQ-Learn: Inverse soft-Q Learning for Imitation

362

227

23 Jun 2021

Of Moments and Matching: A Game-Theoretic Framework for Closing the Imitation GapInternational Conference on Machine Learning (ICML), 2021

233

04 Mar 2021

Feedback in Imitation Learning: The Three Regimes of Covariate Shift

262

04 Feb 2021