papers
Publications (12)
cs.AI2025
SIMA 2: A Generalist Embodied Agent for Virtual Worlds
SIMA team, Adrian Bolton, Alexander Lerchner +63
cs.LG2021
Imitating Interactive Intelligence
Josh Abramson, Arun Ahuja, Iain Barr +26
cs.LG2018
Unsupervised Predictive Memory in a Goal-Directed Agent
Greg Wayne, Chia-Chun Hung, David Amos +21
cs.AI2019
A Generalized Framework for Population Based Training
Ang Li, Aleksandra Spyra, Sagi Perel +6
cs.LG2017
The Predictron: End-To-End Learning and Planning
David Silver, Hado van Hasselt, Matteo Hessel +8
cs.CL2020
Human Instruction-Following with Deep Reinforcement Learning via Transfer-Learning from Text
Felix Hill, Sona Mokra, Nathaniel Wong +1
cs.DC2018
Dynamic Control Flow in Large-Scale Machine Learning
Yuan Yu, MartÃn Abadi, Paul Barham +12
cs.LG2016
Asynchronous Methods for Deep Reinforcement Learning
Volodymyr Mnih, Adrià Puigdomènech Badia, Mehdi Mirza +5
cs.LG2018
IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures
Lasse Espeholt, Hubert Soyer, Remi Munos +9
cs.LG2016
Scaling Memory-Augmented Neural Networks with Sparse Reads and Writes
Jack W Rae, Jonathan J Hunt, Tim Harley +5
cs.RO2024
Scaling Instructable Agents Across Many Simulated Worlds
SIMA Team, Maria Abi Raad, Arun Ahuja +91
cs.LG2022
Creating Multimodal Interactive Agents with Imitation and Self-Supervised Learning
DeepMind Interactive Agents Team, Josh Abramson, Arun Ahuja +22