Learning about the opponent in automated bilateral negotiation: a comprehensive survey of opponent modeling techniques
T Baarslag, MJC Hendrikx, KV Hindriks… - Autonomous Agents and …, 2016 - Springer
A negotiation between agents is typically an incomplete information game, where the agents
initially do not know their opponent's preferences or strategy. This poses a challenge, as …
initially do not know their opponent's preferences or strategy. This poses a challenge, as …
Genius: An integrated environment for supporting the design of generic automated negotiators
The design of automated negotiators has been the focus of abundant research in recent
years. However, due to difficulties involved in creating generalized agents that can negotiate …
years. However, due to difficulties involved in creating generalized agents that can negotiate …
Alternating offers protocols for multilateral negotiation
This paper presents a general framework for multilateral turn-taking protocols and two fully
specified protocols namely Stacked Alternating Offers Protocol (SAOP) and Alternating …
specified protocols namely Stacked Alternating Offers Protocol (SAOP) and Alternating …
Summarizing agent strategies
Intelligent agents and AI-based systems are becoming increasingly prevalent. They support
people in different ways, such as providing users with advice, working with them to achieve …
people in different ways, such as providing users with advice, working with them to achieve …
Automated negotiation in environmental resource management: Review and assessment
F Eshragh, M Pooyandeh, DJ Marceau - Journal of environmental …, 2015 - Elsevier
Negotiation is an integral part of our daily life and plays an important role in resolving
conflicts and facilitating human interactions. Automated negotiation, which aims at capturing …
conflicts and facilitating human interactions. Automated negotiation, which aims at capturing …
Learning to play no-press diplomacy with best response policy iteration
Recent advances in deep reinforcement learning (RL) have led to considerable progress in
many 2-player zero-sum games, such as Go, Poker and Starcraft. The purely adversarial …
many 2-player zero-sum games, such as Go, Poker and Starcraft. The purely adversarial …
Challenges and main results of the automated negotiating agents competition (ANAC) 2019
Abstract The Automated Negotiating Agents Competition (ANAC) is a yearly-organized
international contest in which participants from all over the world develop intelligent …
international contest in which participants from all over the world develop intelligent …
Automated negotiating agents competition (ANAC)
Abstract The annual International Automated Negotiating Agents Competition (ANAC) is
used by the automated negotiation research community to benchmark and evaluate its work …
used by the automated negotiation research community to benchmark and evaluate its work …
Decoupling negotiating agents to explore the space of negotiation strategies
T Baarslag, K Hindriks, M Hendrikx… - Novel insights in agent …, 2014 - Springer
Every year, automated negotiation agents are improving on various domains. However,
given a set of negotiation agents, current methods allow to determine which strategy is best …
given a set of negotiation agents, current methods allow to determine which strategy is best …
Using gaussian processes to optimise concession in complex negotiations against unknown opponents
In multi-issue automated negotiation against unknown opponents, a key part of effective
negotiation is the choice of concession strategy. In this paper, we develop a principled …
negotiation is the choice of concession strategy. In this paper, we develop a principled …