스마트 정보 시스템 연구실
한국과학기술원 본교(제1캠퍼스) 전기및전자공학부
성영철 교수
5G Mobile Communication
Reinforcement Learning
Machine Learning
발행물
컨퍼런스
Adaptive and Learning Agents (ALA) Workshop at AAMAS
2023
,
Off-policy multi-agent policy optimization with multi-step counterfactual advantage estimation
International Conference on Autonomous Agents and Multiagent Systems (AAMAS)
Parameter Sharing with network pruning for scalable multi-agent deep reinforcement learning
International Conference on Machine Learning (ICML) 2022
2022
MASER: Multi-agent reinforcement learning with subgoals generated from experience replay buffer
ICML 2022 Workshop: Decision Awareness in Reinforcement Learning (DARL)
An adaptive entropy regularizatio framework for multi-agent reinforcement learning
ICML 2022 Workshop: AI for Agent-Based Modelling (AI4ABM)
A variational approach to mutual information-based coordination for multi-agent reinforcement learning
