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List of works by Daniel J. Mankowitz

A Deep Hierarchical Approach to Lifelong Learning in Minecraft

scientific article published in 2017

Adaptive Skills Adaptive Partitions (ASAP) ⬇️

scientific article published in January 2016

Challenges of real-world reinforcement learning: definitions, benchmarks and analysis

scientific article published in 2021

Competition-level code generation with AlphaCode

scientific article published on 9 December 2022

Learn What Not to Learn: Action Elimination with Deep Reinforcement Learning ⬇️

scholarly article by Tom Zahavy et al published 2018 in Advances in Neural Information Processing Systems 31

RL Unplugged: A Collection of Benchmarks for Offline Reinforcement Learning ⬇️

scientific article published in November 2020

Shallow Updates for Deep Reinforcement Learning ⬇️

scholarly article by Nir Levine et al published 2017 in Advances in Neural Information Processing Systems 30

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