Title
World Discovery Models M. G. Azar Bilal Piot Bernardo Avila-Pires Jean-Bastien Grill Florent Altché Rémi Munos 117 26 0 20 Feb 2019
Limited Lookahead in Imperfect-Information Games Christian Kroer Tuomas Sandholm 16 14 0 17 Feb 2019
Stable-Predictive Optimistic Counterfactual Regret Minimization Gabriele Farina Christian Kroer Noam Brown Tuomas Sandholm 93 34 0 13 Feb 2019
The Hanabi Challenge: A New Frontier for AI Research Nolan Bard Jakob N. Foerster A. Chandar Neil Burch Marc Lanctot ... Iain Dunning Shibl Mourad Hugo Larochelle Marc G. Bellemare Michael Bowling LLMAG 95 355 0 01 Feb 2019
Combinational Q-Learning for Dou Di Zhu Yang You Liangwei Li B. Guo Weiming Wang Cewu Lu OffRL 61 13 0 24 Jan 2019
Single Deep Counterfactual Regret Minimization Eric Steinberger BDL 50 40 0 22 Jan 2019
Computing large market equilibria using abstractions Christian Kroer A. Peysakhovich Eric Sodomka Nicolas Stier-Moses 60 31 0 18 Jan 2019
Personal Universes: A Solution to the Multi-Agent Value Alignment Problem Roman V. Yampolskiy 86 13 0 01 Jan 2019
Double Neural Counterfactual Regret Minimization Hui Li Kailiang Hu Zhibang Ge Tao Jiang Yuan Qi Le Song 71 52 0 27 Dec 2018
An Introduction to Deep Reinforcement Learning Vincent François-Lavet Peter Henderson Riashat Islam Marc G. Bellemare Joelle Pineau OffRL AI4CE 170 1,277 0 30 Nov 2018
Learning Latent Dynamics for Planning from Pixels Danijar Hafner Timothy Lillicrap Ian S. Fischer Ruben Villegas David R Ha Honglak Lee James Davidson BDL 144 1,450 0 12 Nov 2018
T-GCN: A Temporal Graph ConvolutionalNetwork for Traffic Prediction Ling Zhao Yujiao Song Chao Zhang Yu Liu Pu Wang Tao Lin Min Deng Haifeng Li AI4TS 134 2,047 0 12 Nov 2018
On the Complexity of Reconnaissance Blind Chess Jared Markowitz Matthieu de Rochemonteix Ashley J. Llorens 42 11 0 07 Nov 2018
Regret Circuits: Composability of Regret Minimizers Krishna Kumar Singh Aron Sarmasi Tuomas Sandholm 54 3 0 06 Nov 2018
Deep Reinforcement Learning for Green Security Games with Real-Time Information Yufei Wang Zheyuan Ryan Shi Lantao Yu Yi Wu Rohit Singh Lucas Joppa Fei Fang 59 73 0 06 Nov 2018
Bayesian Action Decoder for Deep Multi-Agent Reinforcement Learning Jakob N. Foerster H. F. Song Edward Hughes Neil Burch Iain Dunning Shimon Whiteson M. Botvinick Michael Bowling 89 149 0 04 Nov 2018
Actor-Critic Policy Optimization in Partially Observable Multiagent Environments S. Srinivasan Marc Lanctot V. Zambaldi Julien Perolat K. Tuyls Rémi Munos Michael Bowling 79 149 0 21 Oct 2018
Fast deep reinforcement learning using online adjustments from the past Steven Hansen Pablo Sprechmann Alexander Pritzel André Barreto Charles Blundell TTA OffRL OnRL 82 43 0 18 Oct 2018
Deep Reinforcement Learning Yuxi Li VLM OffRL 191 144 0 15 Oct 2018
A Survey and Critique of Multiagent Deep Reinforcement Learning Pablo Hernandez-Leal Bilal Kartal Matthew E. Taylor OffRL 119 569 0 12 Oct 2018
Lazy-CFR: fast and near optimal regret minimization for extensive games with imperfect information Yichi Zhou Zhaolin Ren J. Li Dong Yan Jun Zhu 75 13 0 10 Oct 2018
Solving Large Sequential Games with the Excessive Gap Technique Christian Kroer Gabriele Farina Tuomas Sandholm 170 38 0 07 Oct 2018
Solving Large Extensive-Form Games with Strategy Constraints Trevor Davis Kevin Waugh Michael Bowling 45 12 0 20 Sep 2018
Solving Imperfect-Information Games via Discounted Regret Minimization Noam Brown Tuomas Sandholm 152 168 0 11 Sep 2018
Online Convex Optimization for Sequential Decision Processes and Extensive-Form Games Gabriele Farina Christian Kroer Tuomas Sandholm 106 59 0 10 Sep 2018
Variance Reduction in Monte Carlo Counterfactual Regret Minimization (VR-MCCFR) for Extensive Form Games using Baselines Martin Schmid Neil Burch Marc Lanctot Matej Moravcík Rudolf Kadlec Michael Bowling 158 64 0 09 Sep 2018
Single-Microphone Speech Enhancement and Separation Using Deep Learning Morten Kolbaek 58 7 0 31 Aug 2018
Application of Self-Play Reinforcement Learning to a Four-Player Game of Imperfect Information Henry Charlesworth SSL 23 13 0 30 Aug 2018
ExIt-OOS: Towards Learning from Planning in Imperfect Information Games Andy Kitchen Michela Benedetti OnRL LRM 20 1 0 30 Aug 2018
Deep RTS: A Game Environment for Deep Reinforcement Learning in Real-Time Strategy Games Per-Arne Andersen M. G. Olsen Ole-Christoffer Granmo VLM AI4CE 56 46 0 15 Aug 2018
Improving Hearthstone AI by Combining MCTS and Supervised Learning Algorithms M. Świechowski T. Tajmajer Andrzej Janusz BDL 107 59 0 14 Aug 2018
Small Sample Learning in Big Data Era Jun Shu Zongben Xu Deyu Meng 98 72 0 14 Aug 2018
Human-level performance in first-person multiplayer games with population-based deep reinforcement learning Max Jaderberg Wojciech M. Czarnecki Iain Dunning Luke Marris Guy Lever ... Joel Z Leibo David Silver Demis Hassabis Koray Kavukcuoglu T. Graepel OffRL 145 731 0 03 Jul 2018
Analysis and Optimization of Deep Counterfactual Value Networks Patryk Hopner E. Mencía 8 4 0 02 Jul 2018
Beyond Winning and Losing: Modeling Human Motivations and Behaviors Using Inverse Reinforcement Learning Baoxiang Wang Tongfang Sun X. Zheng OffRL 30 9 0 01 Jul 2018
PAC-learning in the presence of evasion adversaries Daniel Cullina A. Bhagoji Prateek Mittal AAML 90 55 0 05 Jun 2018
Relational inductive biases, deep learning, and graph networks Peter W. Battaglia Jessica B. Hamrick V. Bapst Alvaro Sanchez-Gonzalez V. Zambaldi ... Pushmeet Kohli M. Botvinick Oriol Vinyals Yujia Li Razvan Pascanu AI4CE NAI 797 3,129 0 04 Jun 2018
On self-play computation of equilibrium in poker M. Goykhman 16 1 0 23 May 2018
Depth-Limited Solving for Imperfect-Information Games Noam Brown Tuomas Sandholm Brandon Amos 77 81 0 21 May 2018
What game are we playing? End-to-end learning in normal and extensive form games Chun Kai Ling Fei Fang J. Zico Kolter 113 84 0 07 May 2018
Successful Nash Equilibrium Agent for a 3-Player Imperfect-Information Game Sam Ganzfried Austin Nowak Joannier Pinales 21 3 0 13 Apr 2018
StarCraft Micromanagement with Reinforcement Learning and Curriculum Transfer Learning Kun Shao Yuanheng Zhu Dongbin Zhao 143 171 0 03 Apr 2018
Artificial Intelligence and Robotics Javier Andreu-Perez Fani Deligianni D. Ravì Guang-Zhong Yang 58 195 0 28 Mar 2018
Hierarchical Reinforcement Learning: Approximating Optimal Discounted TSP Using Local Policies Tom Zahavy Avinatan Hassidim Haim Kaplan Yishay Mansour 57 1 0 13 Mar 2018
Deep Learning in Mobile and Wireless Networking: A Survey Chaoyun Zhang P. Patras Hamed Haddadi 131 1,320 0 12 Mar 2018
Sim-to-Real Optimization of Complex Real World Mobile Network with Imperfect Information via Deep Reinforcement Learning from Self-play Yongxi Tan Jin Yang Xin Chen Qitao Song Yunjun Chen Zhangxiang Ye Zhenqiang Su 36 2 0 18 Feb 2018
Innateness, AlphaZero, and Artificial Intelligence G. Marcus 95 73 0 17 Jan 2018
Multi-platform Version of StarCraft: Brood War in a Docker Container: Technical Report Michal Sustr J. Maly Michal Čertický 29 4 0 07 Jan 2018
Deep Learning for Real-time Gravitational Wave Detection and Parameter Estimation: Results with Advanced LIGO Data D. George Eliu A. Huerta 74 302 0 08 Nov 2017
A Unified Game-Theoretic Approach to Multiagent Reinforcement Learning Marc Lanctot V. Zambaldi A. Gruslys Angeliki Lazaridou K. Tuyls Julien Perolat David Silver T. Graepel 133 639 0 02 Nov 2017