Autonomous driving planning and decision making based on game theory and reinforcement learning

W Duan, Z Tang, W Liu, H Zhou - Expert Systems, 2023 - Wiley Online Library
Autonomous driving technology is one of the important methods that avoid the hidden
dangers of traffic safety. Although the existing autonomous driving technology can meet …

Strategic negotiations for extensive-form games

D De Jonge, D Zhang - Autonomous Agents and Multi-Agent Systems, 2020 - Springer
When studying extensive-form games it is commonly assumed that players make their
decisions individually. One usually does not allow the possibility for the players to negotiate …

Epistemic GDL: A logic for representing and reasoning about imperfect information games

G Jiang, D Zhang, L Perrussel, H Zhang - 25th International Joint …, 2016 - hal.science
This paper proposes a logical framework for representing and reasoning about imperfect
information games. We first extend the game description language (GDL) with the standard …

Automated negotiations for general game playing

D De Jonge, D Zhang - 2017 - digital.csic.es
[EN] In this paper we present a new algorithm for negotiations in non-zero-sum games.
Although games have been studied extensively, most game playing algorithms have been …

Representing and reasoning about game strategies

D Zhang, M Thielscher - Journal of Philosophical Logic, 2015 - Springer
As a contribution to the challenge of building game-playing AI systems, we develop and
analyse a formal language for representing and reasoning about strategies. Our logical …

GDL as a unifying domain description language for declarative automated negotiation

D De Jonge, D Zhang - Autonomous Agents and Multi-Agent Systems, 2021 - Springer
Recently, it has been proposed that Game Description Language (GDL) could be used to
define negotiation domains. This would open up an entirely new, declarative, approach to …

Representing and reasoning about auctions

M Mittelmann, S Bouveret, L Perrussel - Autonomous Agents and Multi …, 2022 - Springer
The goal of this paper is to propose a framework for representing and reasoning about the
rules of auction-based protocols. Such a framework is of interest for building digital …

Extend auction description language to represent and reason knowledge in auctions

Z Xu, J Zhu - Computers & Electrical Engineering, 2022 - Elsevier
Current auction description only can represent and reason basic auction rules in one
specific scene, while player's strategies are usually dismissed, besides, most of description …

Game equivalence and bisimulation for game description language

G Jiang, L Perrussel, D Zhang, H Zhang… - PRICAI 2019: Trends in …, 2019 - Springer
This paper investigates the equivalence between games represented by state transition
models and its applications. We first define a notion of bisimulation equivalence between …

[PDF][PDF] Qualitative models for strategic planning

T Hinrichs, K Forbus - Proceedings of the Third Annual Conference on …, 2015 - cogsys.org
A longstanding challenge is to make intelligent agents reason more abstractly and farther
ahead; in other words, to think strategically. The difficulty is that traditional approaches to …