The Chronicle

‘Offload the learning process’: As Duke embraces AI, some students express reluctance

The Chronicle spoke with a few non-users about their motivations, which ranged from ethical concerns surrounding how the ...
IEEE

CNN-based Apprenticeship Learning for Inverse Reinforcement Learning

Abstract: In this paper, we propose a CNN-based inverse reinforcement learning method that optimizes a reward function modeled by a linear combination. The proposed method efficiently extracts ...
IEEE

Learning From Demonstrations: A Computationally Efficient Inverse Reinforcement Learning Approach With Simplified Implementation

Abstract: Reinforcement learning (RL) research usually requires a reward function from sophisticated domain knowledge to perform well. Inverse reinforcement learning (IRL) methods provide the ...