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Towards Playing Full MOBA Games with Deep Reinforcement Learning
25 November 2020
Deheng Ye
Guibin Chen
Wen Zhang
Sheng Chen
Bo Yuan
Bo Liu
Jia Chen
Zhao Liu
Fuhao Qiu
Hongsheng Yu
Yinyuting Yin
Bei Shi
Liang Wang
Tengfei Shi
Qiang Fu
Wei Yang
Lanxiao Huang
Wei Liu
Re-assign community
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Papers citing
"Towards Playing Full MOBA Games with Deep Reinforcement Learning"
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Title
A Survey on Self-play Methods in Reinforcement Learning
Chao Yu
Zelai Xu
Chengdong Ma
Chao Yu
Weijuan Tu
...
Deheng Ye
Wenbo Ding
Yaodong Yang
Yu Wang
Yu Wang
SyDa
SSL
OnRL
87
9
0
02 Aug 2024
Fusion-PSRO: Nash Policy Fusion for Policy Space Response Oracles
Jiesong Lian
Yucong Huang
Chengdong Ma
Mingzhi Wang
Ying Wen
Long Hu
Yixue Hao
87
1
0
31 May 2024
Supervised Learning Achieves Human-Level Performance in MOBA Games: A Case Study of Honor of Kings
Deheng Ye
Guibin Chen
P. Zhao
Fuhao Qiu
Bo Yuan
...
Liang Wang
Tengfei Shi
Qiang Fu
Wei Yang
Lanxiao Huang
64
50
0
25 Nov 2020
Mastering Complex Control in MOBA Games with Deep Reinforcement Learning
Deheng Ye
Zhao Liu
Mingfei Sun
Bei Shi
P. Zhao
...
Tengfei Shi
Liang Wang
Qiang Fu
Wei Yang
Lanxiao Huang
61
316
0
20 Dec 2019
Dota 2 with Large Scale Deep Reinforcement Learning
OpenAI OpenAI
:
Christopher Berner
Greg Brockman
Brooke Chan
...
Szymon Sidor
Ilya Sutskever
Jie Tang
Filip Wolski
Susan Zhang
GNN
VLM
CLL
AI4CE
LRM
169
1,824
0
13 Dec 2019
Distilling Policy Distillation
Wojciech M. Czarnecki
Razvan Pascanu
Simon Osindero
Siddhant M. Jayakumar
G. Swirszcz
Max Jaderberg
62
133
0
06 Feb 2019
Hierarchical Macro Strategy Model for MOBA Game AI
Bin Wu
Qiang Fu
Jing Liang
Peng-fei Qu
Xiaoqian Li
Liang Wang
Wei Liu
Wei Yang
Yongsheng Liu
66
63
0
19 Dec 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
107
727
0
03 Jul 2018
The Art of Drafting: A Team-Oriented Hero Recommendation System for Multiplayer Online Battle Arena Games
Zhengxing Chen
Truong-Huy D. Nguyen
Yuyu Xu
Chris Amato
Seth Cooper
Yizhou Sun
M. S. El-Nasr
21
49
0
26 Jun 2018
Feedback-Based Tree Search for Reinforcement Learning
Daniel R. Jiang
E. Ekwedike
Han Liu
103
29
0
15 May 2018
IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures
L. Espeholt
Hubert Soyer
Rémi Munos
Karen Simonyan
Volodymyr Mnih
...
Vlad Firoiu
Tim Harley
Iain Dunning
Shane Legg
Koray Kavukcuoglu
220
1,600
0
05 Feb 2018
StarCraft II: A New Challenge for Reinforcement Learning
Oriol Vinyals
T. Ewalds
Sergey Bartunov
Petko Georgiev
A. Vezhnevets
...
Anthony Brunasso
David Lawrence
Anders Ekermo
J. Repp
Rodney Tsing
78
874
0
16 Aug 2017
A Survey of Learning in Multiagent Environments: Dealing with Non-Stationarity
Pablo Hernandez-Leal
Michael Kaisers
T. Baarslag
Enrique Munoz de Cote
70
274
0
28 Jul 2017
Proximal Policy Optimization Algorithms
John Schulman
Filip Wolski
Prafulla Dhariwal
Alec Radford
Oleg Klimov
OffRL
499
19,065
0
20 Jul 2017
Hybrid Reward Architecture for Reinforcement Learning
H. V. Seijen
Mehdi Fatemi
Joshua Romoff
Romain Laroche
Tavian Barnes
Jeffrey Tsang
47
253
0
13 Jun 2017
MOBA: a New Arena for Game AI
Victor do Nascimento Silva
Luiz Chaimowicz
33
32
0
30 May 2017
The Game Imitation: Deep Supervised Convolutional Networks for Quick Video Game AI
Zhao Chen
Darvin Yi
VLM
SSL
52
17
0
18 Feb 2017
Policy Distillation
Andrei A. Rusu
Sergio Gomez Colmenarejo
Çağlar Gülçehre
Guillaume Desjardins
J. Kirkpatrick
Razvan Pascanu
Volodymyr Mnih
Koray Kavukcuoglu
R. Hadsell
86
692
0
19 Nov 2015
High-Dimensional Continuous Control Using Generalized Advantage Estimation
John Schulman
Philipp Moritz
Sergey Levine
Michael I. Jordan
Pieter Abbeel
OffRL
99
3,414
0
08 Jun 2015
Adam: A Method for Stochastic Optimization
Diederik P. Kingma
Jimmy Ba
ODL
1.9K
150,115
0
22 Dec 2014
1