research
∙
08/23/2023
Prompt2Model: Generating Deployable Models from Natural Language Instructions
Large language models (LLMs) enable system builders today to create comp...
share
research
∙
06/06/2023
Enabling Intelligent Interactions between an Agent and an LLM: A Reinforcement Learning Approach
Large language models (LLMs) encode a vast amount of world knowledge acq...
research
∙
05/06/2023
Replicating Complex Dialogue Policy of Humans via Offline Imitation Learning with Supervised Regularization
Policy learning (PL) is a module of a task-oriented dialogue system that...
research
∙
04/13/2023
ODAM: Gradient-based instance-specific visual explanations for object detection
We propose the gradient-weighted Object Detector Activation Maps (ODAM),...
research
∙
04/01/2023
On Context Distribution Shift in Task Representation Learning for Offline Meta RL
Offline meta reinforcement learning (OMRL) aims to learn transferrable k...
research
∙
10/25/2022
Towards Trustworthy Multi-label Sewer Defect Classification via Evidential Deep Learning
An automatic vision-based sewer inspection plays a key role of sewage sy...
research
∙
12/09/2020
Robust Domain Randomised Reinforcement Learning through Peer-to-Peer Distillation
In reinforcement learning, domain randomisation is an increasingly popul...
research
∙
02/19/2019