conftrace_

adversarial imitation learning

18 papers

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Also known as

AIL

Co-occurring keywords

imitation learning (744) adversarial learning (1595) reinforcement learning (4352) sample efficiency (472) reward function (291) policy learning (702) positive-unlabeled learning (69) adversarial imitation (5) generative adversarial network (1944) model-based reinforcement learning (415)

Papers

POI Recommendation via Multi-Objective Adversarial Imitation Learning AAAI 2025
Sample-efficient Adversarial Imitation Learning JMLR 2024
DiffAIL: Diffusion Adversarial Imitation Learning AAAI 2024
Provably and Practically Efficient Adversarial Imitation Learning with General Function Approximation NIPS 2024
Unlabeled Imperfect Demonstrations in Adversarial Imitation Learning AAAI 2023
Policy Contrastive Imitation Learning ICML 2023
Planning for Sample Efficient Imitation Learning NIPS 2022
ARC - Actor Residual Critic for Adversarial Imitation Learning CORL 2022
Robust Imitation via Mirror Descent Inverse Reinforcement Learning NIPS 2022
Visual Adversarial Imitation Learning using Variational Models NIPS 2021
What Matters for Adversarial Imitation Learning? NIPS 2021
Third-Person Imitation Learning via Image Difference and Variational Discriminator Bottleneck (Student Abstract) AAAI 2020
Positive-Unlabeled Reward Learning CORL 2020
Adversarial Soft Advantage Fitting: Imitation Learning without Policy Optimization NIPS 2020
Combating False Negatives in Adversarial Imitation Learning (Student Abstract) AAAI 2020
Exploiting the Ground-Truth: An Adversarial Imitation Based Knowledge Distillation Approach for Event Detection AAAI 2019
Learning Latent Process from High-Dimensional Event Sequences via Efficient Sampling NIPS 2019
End-to-End Differentiable Adversarial Imitation Learning ICML 2017