Search Results for author: Dweep Trivedi

Found 2 papers, 2 papers with code

Learning to Synthesize Programs as Interpretable and Generalizable Policies

1 code implementation NeurIPS 2021 Dweep Trivedi, Jesse Zhang, Shao-Hua Sun, Joseph J. Lim

To alleviate the difficulty of learning to compose programs to induce the desired agent behavior from scratch, we propose to first learn a program embedding space that continuously parameterizes diverse behaviors in an unsupervised manner and then search over the learned program embedding space to yield a program that maximizes the return for a given task.

Program Synthesis

Multi-agent Trajectory Prediction with Fuzzy Query Attention

1 code implementation NeurIPS 2020 Nitin Kamra, Hao Zhu, Dweep Trivedi, Ming Zhang, Yan Liu

Trajectory prediction for scenes with multiple agents and entities is a challenging problem in numerous domains such as traffic prediction, pedestrian tracking and path planning.

Decision Making Traffic Prediction +1

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