StarCraft Micromanagement with Reinforcement Learning and Curriculum Transfer Learning

3 April 2018

Papers citing "StarCraft Micromanagement with Reinforcement Learning and Curriculum Transfer Learning"

19 / 19 papers shown

Title
Similarity-based Knowledge Transfer for Cross-Domain Reinforcement Learning Sergio A. Serrano J. Martínez-Carranza L. Sucar 28 2 0 05 Dec 2023
All by Myself: Learning Individualized Competitive Behaviour with a Contrastive Reinforcement Learning optimization Pablo V. A. Barros A. Sciutti SSL 25 3 0 02 Oct 2023
NeuronsGym: A Hybrid Framework and Benchmark for Robot Tasks with Sim2Real Policy Learning Haoran Li Shasha Liu Mingjun Ma Guangzheng Hu Yaran Chen Dong Zhao 24 3 0 07 Feb 2023
Teacher-student curriculum learning for reinforcement learning Yanick Schraner OffRL 23 2 0 31 Oct 2022
Asynchronous Curriculum Experience Replay: A Deep Reinforcement Learning Approach for UAV Autonomous Motion Control in Unknown Dynamic Environments Zijian Hu Xiao-guang Gao Kaifang Wan Qianglong Wang Yiwei Zhai 34 10 0 04 Jul 2022
NVIF: Neighboring Variational Information Flow for Large-Scale Cooperative Multi-Agent Scenarios Jiajun Chai Yuanheng Zhu Dongbin Zhao 24 0 0 03 Jul 2022
UNMAS: Multi-Agent Reinforcement Learning for Unshaped Cooperative Scenarios Jiajun Chai Weifan Li Yuanheng Zhu Dongbin Zhao Zhe Ma Kewu Sun Jishiyu Ding 30 43 0 28 Mar 2022
Transfer Dynamics in Emergent Evolutionary Curricula Aaron Dharna Amy K. Hoover Julian Togelius Lisa Soros 27 6 0 03 Mar 2022
Multi-task Safe Reinforcement Learning for Navigating Intersections in Dense Traffic Yuqi Liu Qichao Zhang Dongbin Zhao 28 14 0 19 Feb 2022
Active Reinforcement Learning over MDPs Qi Yang Peng Yang K. Tang 33 0 0 05 Aug 2021
Improved Reinforcement Learning in Cooperative Multi-agent Environments Using Knowledge Transfer Mahnoosh Mahdavimoghadam Amin Nikanjam M. Abdoos 17 5 0 20 Jul 2021
UPDeT: Universal Multi-agent Reinforcement Learning via Policy Decoupling with Transformers Siyi Hu Fengda Zhu Xiaojun Chang Xiaodan Liang OffRL 29 71 0 20 Jan 2021
Enhanced Rolling Horizon Evolution Algorithm with Opponent Model Learning: Results for the Fighting Game AI Competition Zhentao Tang Yuanheng Zhu Dongbin Zhao Simon Lucas 19 28 0 31 Mar 2020
Curriculum Learning for Reinforcement Learning Domains: A Framework and Survey Sanmit Narvekar Bei Peng Matteo Leonetti Jivko Sinapov Matthew E. Taylor Peter Stone ODL 149 458 0 10 Mar 2020
A Survey of Deep Reinforcement Learning in Video Games Kun Shao Zhentao Tang Yuanheng Zhu Nannan Li Dongbin Zhao OffRL AI4TS 34 188 0 23 Dec 2019
Response to NITRD, NCO, NSF Request for Information on "Update to the 2016 National Artificial Intelligence Research and Development Strategic Plan" J. Amundson J. Annis Camille Avestruz D. Bowring J. Caldeira ... N. Tran S. Trivedi L. Trouille W. L. K. Wu C. Bom 15 11 0 05 Nov 2019
Curriculum Learning for Cumulative Return Maximization Francesco Foglino Christiano Coletto Christakou Ricardo Luna Gutierrez Matteo Leonetti 24 9 0 13 Jun 2019
Efficient Reinforcement Learning for StarCraft by Abstract Forward Models and Transfer Learning Ruo-Ze Liu Haifeng Guo Xiaozhong Ji Yang Yu Zhen-Jia Pang Zitai Xiao Yuzhou Wu Tong Lu OffRL 14 13 0 02 Mar 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 H. S. Torr Jakob N. Foerster Shimon Whiteson 33 930 0 11 Feb 2019