Julian Schrittwieser

发表

Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm pdf

Demis Hassabis, Karen Simonyan, David Silver, 2017, ArXiv.

Bayesian Optimization in AlphaGo pdf

Nando de Freitas, David Silver, Ziyu Wang, 2018, ArXiv.

A general reinforcement learning algorithm that masters chess, shogi, and Go through self-play

Demis Hassabis, Karen Simonyan, David Silver, 2018, Science.

Mastering the game of Go with deep neural networks and tree search

Demis Hassabis, Koray Kavukcuoglu, David Silver, 2016, Nature.

Mastering the game of Go without human knowledge

Demis Hassabis, Karen Simonyan, Fan Hui, 2017, Nature.

Mastering Atari, Go, chess and shogi by planning with a learned model

Demis Hassabis, Karen Simonyan, David Silver, 2019, Nature.

DeepMind Lab pdf

Shane Legg, Víctor Valdés, Joel Z. Leibo, 2016, ArXiv.

StarCraft II: A New Challenge for Reinforcement Learning pdf

Tom Schaul, Oriol Vinyals, Karen Simonyan, 2017, ArXiv.

TRAINING ACTION SELECTION NEURAL NETWORKS USING LOOK-AHEAD SEARCH

Karen Simonyan, David Silver, Julian Schrittwieser, 2018 .

Planning in Stochastic Environments with a Learned Model

Ioannis Antonoglou, Sherjil Ozair, Julian Schrittwieser, 2022, ICLR.

Discovering faster matrix multiplication algorithms with reinforcement learning

Aja Huang, D. Hassabis, Pushmeet Kohli, 2022, Nature.

OpenSpiel: A Framework for Reinforcement Learning in Games pdf

Sriram Srinivasan, Matthew Lai, Karl Tuyls, 2019, ArXiv.

MuZero with Self-competition for Rate Control in VP9 Video Compression

Timothy A. Mann, Oriol Vinyals, D. Mankowitz, 2022, ArXiv.

P OLICY IMPROVEMENT BY PLANNING WITH G UMBEL

Ivo Danihelka, A. Guez, Julian Schrittwieser, 2022 .

Competition-level code generation with AlphaCode

Cherepanov, Xinyun Chen, Oriol Vinyals, 2022, Science.

Procedural Generalization by Planning with Self-Supervised World Models pdf

Jessica B. Hamrick, Ankesh Anand, Sherjil Ozair, 2021, ICLR.

Online and Offline Reinforcement Learning by Planning with a Learned Model pdf

David Silver, Julian Schrittwieser, Ioannis Antonoglou, 2021, NeurIPS.

Local Search for Policy Iteration in Continuous Control pdf

Jackie Kay, Yuval Tassa, Martin A. Riedmiller, 2020, ArXiv.

Learning and Planning in Complex Action Spaces pdf

David Silver, Julian Schrittwieser, Ioannis Antonoglou, 2021, ICML.

AlphaStar Unplugged: Large-Scale Offline Reinforcement Learning

Sergio Gomez Colmenarejo, Nando de Freitas, Aäron van den Oord, 2023, ArXiv.

Policy improvement by planning with Gumbel

Ivo Danihelka, A. Guez, Julian Schrittwieser, 2022, ICLR.

Approximate Exploitability: Learning a Best Response

Marc Lanctot, Julian Schrittwieser, Edward Lockhart, 2021 .

Faster sorting algorithms discovered using deep reinforcement learning

Martin A. Riedmiller, Oriol Vinyals, D. Hassabis, 2023, Nature.

Mastering the game of Go with deep neural networks and tree search

Chris J. Maddison, George van den Driessche, Aja Huang, 2016, Nature.

Optimizing Memory Mapping Using Deep Reinforcement Learning

D. Mankowitz, Cosmin Paduraru, T. Hubert, 2023, ArXiv.

Gemini: A Family of Highly Capable Multimodal Models

Tara N. Sainath, Dalia El Badawy, Reinald Kim Amplayo, 2023, ArXiv.

Gemini: A Family of Highly Capable Multimodal Models

Tara N. Sainath, Dalia El Badawy, Reinald Kim Amplayo, 2023, ArXiv.

Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

Dalia El Badawy, Nicola De Cao, Charline Le Lan, 2024, ArXiv.