Alexander Kuhnle

This page is a disambiguation page, it actually contains mutiple papers from persons of the same or a similar name.

Bibliography

2023
Policy-based optimization: single-step policy gradient method seen as an evolution strategy.
Neural Comput. Appl., 2023

2022
Comparative analysis of machine learning methods for active flow control.
CoRR, 2022

2021
Direct shape optimization through deep reinforcement learning.
J. Comput. Phys., 2021

Reinforcement Learning for Information Retrieval.
Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Policy Fusion for Adaptive and Customizable Reinforcement Learning Agents.
Proceedings of the 2021 IEEE Conference on Games (CoG), 2021

Demonstration-Efficient Inverse Reinforcement Learning in Procedurally Generated Environments.
Proceedings of the 2021 IEEE Conference on Games (CoG), 2021

2020
Evaluating visually grounded language capabilities using microworlds.
PhD thesis, 2020

Deep Policy Networks for NPC Behaviors that Adapt to Changing Design Parameters in Roguelike Games.
CoRR, 2020

DeepCrawl: Deep Reinforcement Learning for Turn-based Strategy Games.
CoRR, 2020

Process Discovery for Structured Program Synthesis.
CoRR, 2020

2019
Going Beneath the Surface: Evaluating Image Captioning for Grammaticality, Truthfulness and Diversity.
CoRR, 2019

Direct shape optimization through deep reinforcement learning.
CoRR, 2019

A review on Deep Reinforcement Learning for Fluid Mechanics.
CoRR, 2019

What is needed for simple spatial language capabilities in VQA?
Proceedings of the Visually Grounded Interaction and Language (ViGIL), 2019

The Meaning of "Most" for Visual Question Answering Models.
Proceedings of the 2019 ACL Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP, 2019

2018
LIFT: Reinforcement Learning in Computer Systems by Learning From Demonstrations.
CoRR, 2018

How Clever Is the FiLM Model, and How Clever Can it Be?
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

2017
Deep learning evaluation using deep linguistic processing.
CoRR, 2017

ShapeWorld - A new test methodology for multimodal language understanding.
CoRR, 2017

2016
Resources for building applications with Dependency Minimal Recursion Semantics.
Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

A Proposition-Based Abstractive Summariser.
Proceedings of the COLING 2016, 2016


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