conftrace_
← Learning Types
Machine Learning › Learning Types ›

Imitation Learning

337 papers

Papers per year

5
2
39
24
'10
'15
'20
'25

Papers

Graph Learning Assisted Multi-Objective Integer Programming NIPS 2022
TaSIL: Taylor Series Imitation Learning NIPS 2022
Model-Based Imitation Learning for Urban Driving NIPS 2022
Learn what matters: cross-domain imitation learning with task-relevant embeddings NIPS 2022
Receding Horizon Inverse Reinforcement Learning NIPS 2022
A Few Expert Queries Suffices for Sample-Efficient RL with Resets and Linear Value Approximation NIPS 2022
Tsetlin Machine for Solving Contextual Bandit Problems NIPS 2022
On Efficient Online Imitation Learning via Classification NIPS 2022
Chain of Thought Imitation with Procedure Cloning NIPS 2022
Iterative Interactive Modeling for Knotting Plastic Bags CORL 2022
VIOLA: Imitation Learning for Vision-Based Manipulation with Object Proposal Priors CORL 2022
Discriminator-Guided Model-Based Offline Imitation Learning CORL 2022
Eliciting Compatible Demonstrations for Multi-Human Imitation Learning CORL 2022
Learning Human Driving Behaviors with Sequential Causal Imitation Learning AAAI 2022
What Can We Learn Even from the Weakest? Learning Sketches for Programmatic Strategies AAAI 2022
Online Apprenticeship Learning AAAI 2022
Deterministic and Discriminative Imitation (D2-Imitation): Revisiting Adversarial Imitation for Sample Efficiency AAAI 2022
Programmatic Reward Design by Example AAAI 2022
Self-Adaptive Imitation Learning: Learning Tasks with Delayed Rewards from Sub-optimal Demonstrations AAAI 2022
Deep Movement Primitives: Toward Breast Cancer Examination Robot AAAI 2022
An Imitation Learning Curriculum for Text Editing with Non-Autoregressive Models ACL 2022
Why Exposure Bias Matters: An Imitation Learning Perspective of Error Accumulation in Language Generation ACL 2022
VISITRON: Visual Semantics-Aligned Interactively Trained Object-Navigator ACL 2022
Bridging the Gap Between Learning in Discrete and Continuous Environments for Vision-and-Language Navigation CVPR 2022
Habitat-Web: Learning Embodied Object-Search Strategies From Human Demonstrations at Scale CVPR 2022