OOIR: Observatory of International Research

Papers

(The median citation count of Autonomous Agents and Multi-Agent Systems is 1. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2022-06-01 to 2026-06-01.)

Article	Citations
Tackling school segregation with transportation network interventions: an agent-based modelling approach	115
Optimal matchings with one-sided preferences: fixed and cost-based quotas	45
Accountability in multi-agent organizations: from conceptual design to agent programming	37
A framework for trust-related knowledge transfer in human–robot interaction	36
On-line estimators for ad-hoc task execution: learning types and parameters of teammates for effective teamwork	31
Parameterized complexity of multiwinner determination: more effort towards fixed-parameter tractability	26
Online Markov decision processes with non-oblivious strategic adversary	24
Large-scale agent-based simulations of online social networks	23
A formal testing method for multi-agent systems using colored Petri nets	18
Diffusion auction design with transaction costs	17
Information elicitation mechanisms for Bayesian auctions	15
An efficient Bayesian learning-based opponent model considering parametric interrelation in automated bilateral multi-issue negotiation	15
Changing criteria weights to achieve fair VIKOR ranking: a postprocessing reranking approach	15
Safe Pareto improvements for delegated game playing	12
Adaptation Procedure in misinformation games	12
Solving multi-agent games on networks	11
Deploying vaccine distribution sites for improved accessibility and equity to support pandemic response	10
Fairness criteria for allocating indivisible chores: connections and efficiencies	10
A normative approach for resilient multiagent systems	10
Warmth and competence in human-agent cooperation	10
On fair and efficient solutions for budget apportionment	9
A survey of multi-agent deep reinforcement learning with communication	9
An introduction to computational argumentation research from a human argumentation perspective	9
A multi-objective goal-oriented reinforcement learning algorithm for dynamic multi-objective sequential decision making	9
One-sided matching markets with endowments: equilibria and algorithms	8

Symbolic knowledge injection meets intelligent agents: QoS metrics and experiments	8
Relationship design for socially-aware behavior in static games	8
The complexity of verifying popularity and strict popularity in altruistic hedonic games	7
Fast approximate bi-objective Pareto sets with quality bounds	6
Privacy leakage of search-based multi-agent planning algorithms	6
RGS$$^\oplus $$: RDF graph synchronization for collaborative robotics	6
Accelerating deep reinforcement learning via knowledge-guided policy network	6
Equitability and welfare maximization for allocating indivisible items	6
Multivariate algorithmics for eliminating envy by donating goods	6
Testing BDI-based multi-agent systems using discrete event simulation	5
The Cost and Complexity of Minimizing Envy in House Allocation	5
Using psychological characteristics of situations for social situation comprehension in support agents	5
Theoretical properties of the MiCRO negotiation strategy	5
Towards interactive explanation-based nutrition virtual coaching systems	5
$$\varepsilon $$-retraining reinforcement learning algorithms	4
Scalar reward is not enough: a response to Silver, Singh, Precup and Sutton (2021)	4
A game-theoretic approach for hierarchical epidemic control	4
Efficiently reconfiguring a connected swarm of labeled robots	4
Multi-UAV planning for cooperative wildfire coverage and tracking with quality-of-service guarantees	4
Strategyproof facility location with prediction: minimizing the maximum cost	4
Chat with UAV – human-UAV interaction based on large language models	4
Generalized policy improvement for efficient and robust multi-objective reinforcement learning	4
Differentially private multi-agent constraint optimization	4
Aggregating bipolar opinions through bipolar assumption-based argumentation	4
GRAPE-S: near real-time coalition formation for multiple service collectives	4
A refined complexity analysis of fair districting over graphs	4
Effect of asynchronous execution and imperfect communication on max-sum belief propagation	4
Diversity-seeking jump games in networks	4
Coordinating monetary contributions in participatory budgeting	4
Resource allocation under the latin square constraint	4
GenSynthPop: generating a spatially explicit synthetic population of individuals and households from aggregated data	3
Ability and knowledge: from epistemic transition systems to labelled stit models	3
Team-wise effective communication in multi-agent reinforcement learning	3
Computing balanced solutions for large international kidney exchange schemes	3
La VIDA: towards a motivated goal reasoning agent	3
Equilibria in schelling games: computational hardness and robustness	3
The distortion of threshold approval matching	3
Algorithms for partially robust team formation	3
Learning structured communication for multi-agent reinforcement learning	3
Distributed concurrent triangulation for a group of low-cost robots with bearing-only sensing	2
Hedonic seat arrangement problems	2
Optimizing node selection in search based multi-agent path finding	2
Connected coordinated motion planning with bounded stretch	2
Teacher-apprentices RL (TARL): leveraging complex policy distribution through generative adversarial hypernetwork in reinforcement learning	2
Graphical house allocation with identical valuations	2
Parameterized complexity of candidate nomination for elections based on positional scoring rules	2
Reflexive anticipatory reasoning by BDI agents	2
Budget feasible mechanisms for facility location games with strategic facilities	2
Assimilating human feedback from autonomous vehicle interaction in reinforcement learning models	2
Investigating the impact of direct punishment on the emergence of cooperation in multi-agent reinforcement learning systems	2

Confidence-Based curricula for multi-agent path finding via reinforcement learning	2
Logic-based cognitive planning for conversational agents	2
Green disclosure policies and market dynamics: evidence from agent-based ESG models	2
Geometric freeze-tag problem	2
Towards combining commonsense reasoning and knowledge acquisition to guide deep learning	2
Correction: Warmth and competence in human-agent cooperation	2
Epistemic selection of costly alternatives: the case of participatory budgeting	2
Decentralized multi-agent path finding framework and strategies based on automated negotiation	2
Correction: Epistemic selection of costly alternatives: the case of participatory budgeting	2
Augmenting the action space with conventions to improve multi-agent cooperation in Hanabi	2
Model-free reinforcement learning for motion planning of autonomous agents with complex tasks in partially observable environments	1
Non-chaotic limit sets in multi-agent learning	1
Low variance trust region optimization with independent actors and sequential updates in cooperative multi-agent reinforcement learning	1
Modeling and reinforcement learning in partially observable many-agent systems	1
From human teams to hybrid intelligence teams: identifying, characterizing, and evaluating foundational quality attributes	1
Full communication memory networks for team-level cooperation learning	1
Quantification of transfer in reinforcement learning via regret bounds for learning agents	1
Uniformly constrained reinforcement learning	1
Concise representations and complexity results for welfare-maximizing combinatorial assignment	1
Maximin shares under cardinality constraints	1
Multi-stage generalized deferred acceptance mechanism: Strategyproof mechanism for handling general hereditary constraints	1
Temporal network creation games: the impact of non-locality and terminals	1
The parameterized complexity of manipulating Top Trading Cycles	1
On preferences and reward policies over rankings	1
Balancing fairness and efficiency in traffic routing via interpolated traffic assignment	1
An agent-based persuasion model using emotion-driven concession and multi-objective optimization	1
Strategyproof facility location mechanisms on discrete trees	1
Reducing disclosed dependencies in privacy preserving planning	1
Generating and choosing organisations for multi-agent systems	1
A Hotelling-Downs game for strategic candidacy with binary issues	1
GR-MADRL: a multi-agent deep reinforcement learning framework with hamiltonian optimization for task offloading in vehicular fog computing	1
Metric distortion under group-fair objectives	1
Hardness of candidate nomination	1
Topological influence and locality in swap schelling games	1
Actor-critic multi-objective reinforcement learning for non-linear utility functions	1
Open-ended coordination for multi-agent systems using modular open policies	1
Entropy based blending of policies for multi-agent coexistence	1
Using soft maximin for risk averse multi-objective decision-making	1
Behavioral QLTL	1
Scaling multi-agent reinforcement learning to full 11 versus 11 simulated robotic football	1
Strategic classification for non-uniform preferences using penalty labels and randomisation	1
Beyond the echo chamber: modelling open-mindedness in citizens’ assemblies	1
Egalitarian judgment aggregation	1
Preference-based multi-objective multi-agent path finding	1
Improving scalability of multi-agent deep reinforcement learning with suboptimal human knowledge	1