Episodic Exploration for Deep Deterministic Policies: An Application to StarCraft Micromanagement Tasks

10 September 2016

Papers citing "Episodic Exploration for Deep Deterministic Policies: An Application to StarCraft Micromanagement Tasks"

32 / 32 papers shown

Title
Mix Q-learning for Lane Changing: A Collaborative Decision-Making Method in Multi-Agent Deep Reinforcement Learning Xiaojun Bi Mingjie He Yiwen Sun 28 1 0 14 Jun 2024
A Cooperation Graph Approach for Multiagent Sparse Reward Reinforcement Learning Qing Fu Tenghai Qiu Zhiqiang Pu Jianqiang Yi Wanmai Yuan 39 2 0 05 Aug 2022
A Survey on Interactive Reinforcement Learning: Design Principles and Open Challenges Christian Arzate Cruz Takeo Igarashi OffRL 17 94 0 27 May 2021
SCC: an efficient deep reinforcement learning agent mastering the game of StarCraft II Xiangjun Wang Junxiao Song Penghui Qi Peng Peng Zhenkun Tang ... Xiongjun Pi Jujie He Chao Gao Haitao Long Quan Yuan 24 40 0 24 Dec 2020
Value-Decomposition Multi-Agent Actor-Critics Jianyu Su Stephen C. Adams Peter A. Beling 68 101 0 24 Jul 2020
Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning Tabish Rashid Mikayel Samvelyan Christian Schroeder de Witt Gregory Farquhar Jakob N. Foerster Shimon Whiteson 67 773 0 19 Mar 2020
ROMA: Multi-Agent Reinforcement Learning with Emergent Roles Tonghan Wang Heng Dong V. Lesser Chongjie Zhang 57 212 0 18 Mar 2020
A Survey of Deep Reinforcement Learning in Video Games Kun Shao Zhentao Tang Yuanheng Zhu Nannan Li Dongbin Zhao OffRL AI4TS 43 188 0 23 Dec 2019
A Structured Prediction Approach for Generalization in Cooperative Multi-Agent Reinforcement Learning Nicolas Carion Gabriel Synnaeve A. Lazaric Nicolas Usunier 30 29 0 19 Oct 2019
Learning Nearly Decomposable Value Functions Via Communication Minimization Tonghan Wang Jianhao Wang Chongyi Zheng Chongjie Zhang 23 133 0 11 Oct 2019
Growing Action Spaces Gregory Farquhar Laura Gustafson Zeming Lin Shimon Whiteson Nicolas Usunier Gabriel Synnaeve 14 38 0 28 Jun 2019
Arena: A General Evaluation Platform and Building Toolkit for Multi-Agent Intelligence Yuhang Song Andrzej Wojcicki Thomas Lukasiewicz Jianyi Wang Abi Aryan Zhenghua Xu Mai Xu Zihan Ding Lianlong Wu AI4CE ELM 27 33 0 17 May 2019
The StarCraft Multi-Agent Challenge Mikayel Samvelyan Tabish Rashid Christian Schroeder de Witt Gregory Farquhar Nantas Nardelli Tim G. J. Rudner Chia-Man Hung Philip Torr Jakob N. Foerster Shimon Whiteson 47 933 0 11 Feb 2019
The Oracle of DLphi Dominik Alfke W. Baines J. Blechschmidt Mauricio J. del Razo Sarmina Amnon Drory ... L. Thesing Philipp Trunschke Johannes von Lindheim David Weber Melanie Weber 39 0 0 17 Jan 2019
Learning when to Communicate at Scale in Multiagent Cooperative and Competitive Tasks Amanpreet Singh Tushar Jain Sainbayar Sukhbaatar 29 240 0 23 Dec 2018
Clear the Fog: Combat Value Assessment in Incomplete Information Games with Convolutional Encoder-Decoders Hyungu Kahng Yonghyun Jung Y. Cho Gonie Ahn Youngjoon Park ... Iljoo Yoon HyunJae Lee Daehun Jun Changhyeon Bae S. Kim 18 1 0 30 Nov 2018
Arcades: A deep model for adaptive decision making in voice controlled smart-home Alexis Brenon François Portet Michel Vacher 25 22 0 05 Jul 2018
Efficient Entropy for Policy Gradient with Multidimensional Action Space Yiming Zhang Q. Vuong Kenny Song Xiao-Yue Gong Keith Ross 33 17 0 02 Jun 2018
StarCraft Micromanagement with Reinforcement Learning and Curriculum Transfer Learning Kun Shao Yuanheng Zhu Dongbin Zhao 107 170 0 03 Apr 2018
QMIX: Monotonic Value Function Factorisation for Deep Multi-Agent Reinforcement Learning Tabish Rashid Mikayel Samvelyan Christian Schroeder de Witt Gregory Farquhar Jakob N. Foerster Shimon Whiteson 93 1,657 0 30 Mar 2018
Revisiting the Master-Slave Architecture in Multi-Agent Deep Reinforcement Learning Xiangyu Kong Bo Xin Fangchen Liu Yizhou Wang 21 44 0 20 Dec 2017
Consequentialist conditional cooperation in social dilemmas with imperfect information A. Peysakhovich Adam Lerer 38 65 0 19 Oct 2017
Combining Strategic Learning and Tactical Search in Real-Time Strategy Games Nicolas A. Barriga Marius Stanescu M. Buro 24 40 0 11 Sep 2017
A Brief Survey of Deep Reinforcement Learning Kai Arulkumaran M. Deisenroth Miles Brundage Anil Anthony Bharath OffRL 65 2,780 0 19 Aug 2017
Learning Macromanagement in StarCraft from Replays using Deep Learning Niels Justesen S. Risi 44 68 0 12 Jul 2017
ELF: An Extensive, Lightweight and Flexible Research Platform for Real-time Strategy Games Yuandong Tian Qucheng Gong Wenling Shang Yuxin Wu C. L. Zitnick OffRL 27 126 0 04 Jul 2017
VAIN: Attentional Multi-agent Predictive Modeling Yedid Hoshen GNN 41 237 0 19 Jun 2017
Schema Networks: Zero-shot Transfer with a Generative Causal Model of Intuitive Physics Ken Kansky Tom Silver David A. Mély Mohamed Eldawy Miguel Lazaro-Gredilla Xinghua Lou N. Dorfman Szymon Sidor Scott Phoenix Dileep George AI4CE 37 230 0 14 Jun 2017
Counterfactual Multi-Agent Policy Gradients Jakob N. Foerster Gregory Farquhar Triantafyllos Afouras Nantas Nardelli Shimon Whiteson 36 2,043 0 24 May 2017
Multiagent Bidirectionally-Coordinated Nets: Emergence of Human-level Coordination in Learning to Play StarCraft Combat Games Peng Peng Ying Wen Yaodong Yang Quan Yuan Zhenkun Tang Haitao Long Jun Wang 35 333 0 29 Mar 2017
Evolution Strategies as a Scalable Alternative to Reinforcement Learning Tim Salimans Jonathan Ho Xi Chen Szymon Sidor Ilya Sutskever 45 1,516 0 10 Mar 2017
Deep Reinforcement Learning: An Overview Yuxi Li OffRL VLM 104 1,505 0 25 Jan 2017