Serkan Cabi | DeepAI

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Featured Co-authors

Fan Yang
225 publications
Andrew Zisserman
187 publications
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104 publications
Oriol Vinyals
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Nando de Freitas
83 publications
Yuke Zhu
67 publications
Ziyu Wang
65 publications
Karen Simonyan
53 publications
Felix Hill
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Caglar Gulcehre
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Raia Hadsell
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∙ 03/13/2023

Vision-Language Models as Success Detectors

Detecting successful behaviour is crucial for training intelligent agent...

7 Yuqing Du, et al. ∙

∙ 04/29/2022

Flamingo: a Visual Language Model for Few-Shot Learning

Building models that can be rapidly adapted to numerous tasks using only...

7 Jean-Baptiste Alayrac, et al. ∙

∙ 06/25/2021

Multimodal Few-Shot Learning with Frozen Language Models

When trained at sufficient scale, auto-regressive language models exhibi...

0 Maria Tsimpoukelli, et al. ∙

∙ 12/12/2020

Semi-supervised reward learning for offline reinforcement learning

In offline reinforcement learning (RL) agents are trained using a logged...

12 Ksenia Konyushkova, et al. ∙

∙ 06/01/2020

Acme: A Research Framework for Distributed Reinforcement Learning

Deep reinforcement learning has led to many recent-and groundbreaking-ad...

22 Matt Hoffman, et al. ∙

∙ 10/02/2019

Task-Relevant Adversarial Imitation Learning

We show that a critical problem in adversarial imitation from high-dimen...

35 Konrad Zolna, et al. ∙

∙ 09/26/2019

A Framework for Data-Driven Robotics

We present a framework for data-driven robotics that makes use of a larg...

0 Serkan Cabi, et al. ∙

∙ 10/11/2018

One-Shot High-Fidelity Imitation: Training Large-Scale Deep Nets with RL

Humans are experts at high-fidelity imitation -- closely mimicking a dem...

4 Tom Le Paine, et al. ∙

∙ 04/17/2018

Learning Awareness Models

We consider the setting of an agent with a fixed body interacting with a...

0 Brandon Amos, et al. ∙

∙ 02/26/2018

Reinforcement and Imitation Learning for Diverse Visuomotor Skills

We propose a model-free deep reinforcement learning method that leverage...

0 Yuke Zhu, et al. ∙

∙ 07/11/2017

The Intentional Unintentional Agent: Learning to Solve Many Continuous Control Tasks Simultaneously

This paper introduces the Intentional Unintentional (IU) agent. This age...

0 Serkan Cabi, et al. ∙

∙ 06/20/2017

Programmable Agents

We build deep RL agents that execute declarative programs expressed in f...

0 Misha Denil, et al. ∙

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