Inducing Stackelberg Equilibrium through Spatio-Temporal Sequential Decision-Making in Multi-Agent Reinforcement Learning (ijcai.org) 这篇论文的主要目的是什么? 作者认为现有MARL方法的局限性是什么? 什么是集中式训练与分散执行(CTDE)? 什么是Stackelberg均衡(SE) ?它与纳什均衡(NE)有何不同? 什么是时空序列马...
最终结果的性能 Full Observability / Markov Decision Process(MDP) 如果我们假定Environment的观察等于world的state:st=ots_t=o_tst=ot,那么agent就是以马尔科夫决策过程(MDP)来建模world的。 Partial Observability / Partially Observable Markov Decision Process(POMDP) Agent的state和world的state是不同的(p...
一般我们的 Agent 不能观察到 Environment 的所有状态时,我们称这个环境是 partially observed(部分可观测)。 POMDP(Partially Observable Markov Decision Processes):部分可观测马尔可夫决策过程,即马尔可夫决策过程的泛化。 POMDP 依然具有马尔可夫性质,但是假设智能体无法感知环境的状态 s,只能知道部分观测值 o。 Action ...
Types of Sequential Decision Process: MDPs and POMDPs 对MDP和POMDP来说: actions会影响未来的观察 可能需要奖励分配(Credit assignment)和策略化action Types of Sequential Decision Process: How does the world changes Deterministic(确定性):给定一个history和action,只会产生一个观察(obsercation)和奖励(reward...
The purpose of this entry is to describe optimal rules for sequential mastery tests in the context of education. In a sequential mastery test, the decision is to classify a student as a master, a nonmaster, or to continue testing and administering another random item. The...
Building Generalizable Sequential Decision-Making Systems: Multi-Agent Reinforcement Learning in the Era of LLMs 摘要 ABSTRACT In this talk, the speaker will discuss the feasibility of building a sequence decision-making system with st...
effects on decision making 决策效果,决策效果 decision making cost 【经】 决策成本 economic decision making 经济决策,经济决策 相似单词 decision making n. 决策 adj. 决策的 making n.[C] 1.形成,形成的要素,素质 2.制成,成功之道 pace making n. 定步速 money making n.赚钱 cheese making...
Sequential Decision Making is defined as the process where a decision maker observes a process sequentially, with the aim of finding the optimal stopping rule to minimize losses or maximize gains, considering observation costs. AI generated definition based on: International Encyclopedia of the Social ...
Sequential Decision-Making Problems 作者:Cedric Pralet/Thomas Schiex/G?rard Verfaillie 出版年:2009-12 页数:384 定价:$ 158.00 ISBN:9781848211742 豆瓣评分 目前无人评价 评价: 写笔记 写书评 加入购书单 分享到
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