First return, then explore

The Surprising Creativity of Digital Evolution: A Collection of Anecdotes from the Evolutionary Computation and Artificial Life Research Communities

(2020) Joel Lehman et al.   ARTIFICIAL LIFE

Learning dexterous in-hand manipulation

(2019) OpenAI: Marcin Andrychowicz et al.   INTERNATIONAL JOURNAL OF ROBOTICS RESEARCH

Grandmaster level in StarCraft II using multi-agent reinforcement learning

(2019) Oriol Vinyals et al.   NATURE

Object Detection With Deep Learning: A Review

(2019) Zhong-Qiu Zhao et al.   IEEE Transactions on Neural Networks and Learning Systems

Revisiting the Arcade Learning Environment: Evaluation Protocols and Open Problems for General Agents

(2018) Marlos C. Machado et al.   JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH

The Arcade Learning Environment: An Evaluation Platform for General Agents

(2018) M. G. Bellemare et al.   JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH

Deep reinforcement learning for de novo drug design

(2018) Mariya Popova et al.   Science Advances

Mastering the game of Go without human knowledge

(2017) David Silver et al.   NATURE

Robots that can adapt like animals

(2015) Antoine Cully et al.   NATURE

Human-level control through deep reinforcement learning

(2015) Volodymyr Mnih et al.   NATURE

Abandoning Objectives: Evolution Through the Search for Novelty Alone

(2010) Joel Lehman et al.   EVOLUTIONARY COMPUTATION

An analysis of model-based Interval Estimation for Markov Decision Processes

(2008) Alexander L. Strehl et al.   JOURNAL OF COMPUTER AND SYSTEM SCIENCES