Search Results for author: Piotr Mirowski

Found 17 papers, 13 papers with code

Co-Writing Screenplays and Theatre Scripts with Language Models: An Evaluation by Industry Professionals

1 code implementation29 Sep 2022 Piotr Mirowski, Kory W. Mathewson, Jaylen Pittman, Richard Evans

We illustrate Dramatron's usefulness as an interactive co-creative system with a user study of 15 theatre and film industry professionals.

Text Generation

CLIP-CLOP: CLIP-Guided Collage and Photomontage

1 code implementation6 May 2022 Piotr Mirowski, Dylan Banarse, Mateusz Malinowski, Simon Osindero, Chrisantha Fernando

The unabated mystique of large-scale neural networks, such as the CLIP dual image-and-text encoder, popularized automatically generated art.

Prompt Engineering

Collaborative Storytelling with Human Actors and AI Narrators

no code implementations29 Sep 2021 Boyd Branch, Piotr Mirowski, Kory W. Mathewson

We introduced novel constraints on our language model to produce longer narrative text and tested the model in rehearsals with a team of professional improvisers.

Language Modelling

Generative Art Using Neural Visual Grammars and Dual Encoders

1 code implementation1 May 2021 Chrisantha Fernando, S. M. Ali Eslami, Jean-Baptiste Alayrac, Piotr Mirowski, Dylan Banarse, Simon Osindero

Whilst there are perhaps only a few scientific methods, there seem to be almost as many artistic methods as there are artists.

Cross-View Policy Learning for Street Navigation

1 code implementation ICCV 2019 Ang Li, Huiyi Hu, Piotr Mirowski, Mehrdad Farajtabar

The ability to navigate from visual observations in unfamiliar environments is a core component of intelligent agents and an ongoing challenge for Deep Reinforcement Learning (RL).

Navigate Reinforcement Learning (RL) +1

The StreetLearn Environment and Dataset

1 code implementation4 Mar 2019 Piotr Mirowski, Andras Banki-Horvath, Keith Anderson, Denis Teplyashin, Karl Moritz Hermann, Mateusz Malinowski, Matthew Koichi Grimes, Karen Simonyan, Koray Kavukcuoglu, Andrew Zisserman, Raia Hadsell

These datasets cannot be used for decision-making and reinforcement learning, however, and in general the perspective of navigation as an interactive learning task, where the actions and behaviours of a learning agent are learned simultaneously with the perception and planning, is relatively unsupported.

Decision Making

Learning To Follow Directions in Street View

1 code implementation1 Mar 2019 Karl Moritz Hermann, Mateusz Malinowski, Piotr Mirowski, Andras Banki-Horvath, Keith Anderson, Raia Hadsell

Navigating and understanding the real world remains a key challenge in machine learning and inspires a great variety of research in areas such as language grounding, planning, navigation and computer vision.

Instruction Following Navigate +1

Improbotics: Exploring the Imitation Game using Machine Intelligence in Improvised Theatre

no code implementations6 Sep 2018 Kory W. Mathewson, Piotr Mirowski

In this work, we have employed it to control what a subset of human actors say during an improv performance.

Learning to Navigate in Cities Without a Map

4 code implementations NeurIPS 2018 Piotr Mirowski, Matthew Koichi Grimes, Mateusz Malinowski, Karl Moritz Hermann, Keith Anderson, Denis Teplyashin, Karen Simonyan, Koray Kavukcuoglu, Andrew Zisserman, Raia Hadsell

We present an interactive navigation environment that uses Google StreetView for its photographic content and worldwide coverage, and demonstrate that our learning method allows agents to learn to navigate multiple cities and to traverse to target destinations that may be kilometres away.

Autonomous Navigation Navigate +2

One-Shot Reinforcement Learning for Robot Navigation with Interactive Replay

1 code implementation28 Nov 2017 Jake Bruce, Niko Suenderhauf, Piotr Mirowski, Raia Hadsell, Michael Milford

Recently, model-free reinforcement learning algorithms have been shown to solve challenging problems by learning from extensive interaction with the environment.

Navigate reinforcement-learning +2

Improvised Comedy as a Turing Test

no code implementations23 Nov 2017 Kory Wallace Mathewson, Piotr Mirowski

The best improvisational theatre actors can make any scene partner, of any skill level or ability, appear talented and proficient in the art form, and thus "make them shine".

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