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 2022-01-01 to 2026-01-01.)

Article	Citations
Optimal matchings with one-sided preferences: fixed and cost-based quotas	244
Enabling imitation-based cooperation in dynamic social networks	75
Tackling school segregation with transportation network interventions: an agent-based modelling approach	40
Accountability in multi-agent organizations: from conceptual design to agent programming	38
A framework for trust-related knowledge transfer in human–robot interaction	32
Guest editorial: special issue on fair division	27
On-line estimators for ad-hoc task execution: learning types and parameters of teammates for effective teamwork	26
Approximating voting rules from truncated ballots	25
A formal testing method for multi-agent systems using colored Petri nets	20
Online Markov decision processes with non-oblivious strategic adversary	19
Large-scale agent-based simulations of online social networks	16
Parameterized complexity of multiwinner determination: more effort towards fixed-parameter tractability	15
Adaptation Procedure in misinformation games	14
Diffusion auction design with transaction costs	14
Information elicitation mechanisms for Bayesian auctions	13
Safe Pareto improvements for delegated game playing	13
Changing criteria weights to achieve fair VIKOR ranking: a postprocessing reranking approach	13
Warmth and competence in human-agent cooperation	12
Fairness criteria for allocating indivisible chores: connections and efficiencies	12
A normative approach for resilient multiagent systems	12
Solving multi-agent games on networks	12
On fair and efficient solutions for budget apportionment	11
Deploying vaccine distribution sites for improved accessibility and equity to support pandemic response	11
An introduction to computational argumentation research from a human argumentation perspective	10
Exploring the influence of a user-specific explainable virtual advisor on health behaviour change intentions	10

A survey of multi-agent deep reinforcement learning with communication	9
One-sided matching markets with endowments: equilibria and algorithms	9
Multivariate algorithmics for eliminating envy by donating goods	9
Accelerating deep reinforcement learning via knowledge-guided policy network	7
Relationship design for socially-aware behavior in static games	7
Symbolic knowledge injection meets intelligent agents: QoS metrics and experiments	7
RGS$$^\oplus $$: RDF graph synchronization for collaborative robotics	6
The complexity of verifying popularity and strict popularity in altruistic hedonic games	6
Privacy leakage of search-based multi-agent planning algorithms	6
The Cost and Complexity of Minimizing Envy in House Allocation	5
Equitability and welfare maximization for allocating indivisible items	5
Quantifying the effects of environment and population diversity in multi-agent reinforcement learning	5
Towards interactive explanation-based nutrition virtual coaching systems	5
Fast approximate bi-objective Pareto sets with quality bounds	5
A refined complexity analysis of fair districting over graphs	4
Theoretical properties of the MiCRO negotiation strategy	4
The complexity of election problems with group-separable preferences	4
How to turn an MAS into a graphical causal model	4
Efficiently reconfiguring a connected swarm of labeled robots	4
Mandrake: multiagent systems as a basis for programming fault-tolerant decentralized applications	4
Using psychological characteristics of situations for social situation comprehension in support agents	4
A game-theoretic approach for hierarchical epidemic control	4
Differentially private multi-agent constraint optimization	4
Aggregating bipolar opinions through bipolar assumption-based argumentation	4
Scalar reward is not enough: a response to Silver, Singh, Precup and Sutton (2021)	4
Effect of asynchronous execution and imperfect communication on max-sum belief propagation	4
Manipulation-resistant false-name-proof facility location mechanisms for complex graphs	4
Diversity-seeking jump games in networks	3
Computing balanced solutions for large international kidney exchange schemes	3
Redividing the cake	3
Team-wise effective communication in multi-agent reinforcement learning	3
Correction: Warmth and competence in human-agent cooperation	3
Coordinating monetary contributions in participatory budgeting	3
The distortion of threshold approval matching	3
Multi-UAV planning for cooperative wildfire coverage and tracking with quality-of-service guarantees	3
Learning structured communication for multi-agent reinforcement learning	3
La VIDA: towards a motivated goal reasoning agent	3
Algorithms for partially robust team formation	3
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
Equilibria in schelling games: computational hardness and robustness	3
Representing and reasoning about auctions	3
Privacy preserving planning in multi-agent stochastic environments	2
Model-free reinforcement learning for motion planning of autonomous agents with complex tasks in partially observable environments	2
Epistemic selection of costly alternatives: the case of participatory budgeting	2
Reflexive anticipatory reasoning by BDI agents	2
Investigating the impact of direct punishment on the emergence of cooperation in multi-agent reinforcement learning systems	2
Topological influence and locality in swap schelling games	2
Optimizing node selection in search based multi-agent path finding	2
Graphical house allocation with identical valuations	2

Multi-stage generalized deferred acceptance mechanism: Strategyproof mechanism for handling general hereditary constraints	2
Augmenting the action space with conventions to improve multi-agent cooperation in Hanabi	2
Teacher-apprentices RL (TARL): leveraging complex policy distribution through generative adversarial hypernetwork in reinforcement learning	2
Assimilating human feedback from autonomous vehicle interaction in reinforcement learning models	2
Towards combining commonsense reasoning and knowledge acquisition to guide deep learning	2
Parameterized complexity of candidate nomination for elections based on positional scoring rules	2
Egalitarian judgment aggregation	2
Hardness of candidate nomination	2
Logic-based cognitive planning for conversational agents	2
Connected coordinated motion planning with bounded stretch	2
Budget feasible mechanisms for facility location games with strategic facilities	2
Hedonic seat arrangement problems	2
Correction: Epistemic selection of costly alternatives: the case of participatory budgeting	2
Decentralized multi-agent path finding framework and strategies based on automated negotiation	2
Balancing fairness and efficiency in traffic routing via interpolated traffic assignment	2
GR-MADRL: a multi-agent deep reinforcement learning framework with hamiltonian optimization for task offloading in vehicular fog computing	1
The parameterized complexity of manipulating Top Trading Cycles	1
Explaining BDI agent behaviour through dialogue	1
Behavioral QLTL	1
Emergence of norms in interactions with complex rewards	1
Emergent cooperation from mutual acknowledgment exchange in multi-agent reinforcement learning	1
Towards explainable interactive multiobjective optimization: R-XIMO	1
A survey of research on several problems in the RoboCup3D simulation environment	1
Reducing disclosed dependencies in privacy preserving planning	1
An agent-based persuasion model using emotion-driven concession and multi-objective optimization	1
Budget-feasible egalitarian allocation of conflicting jobs	1
Actor-critic multi-objective reinforcement learning for non-linear utility functions	1
Using soft maximin for risk averse multi-objective decision-making	1
Generating and choosing organisations for multi-agent systems	1
Preference-based multi-objective multi-agent path finding	1
Strategyproof facility location mechanisms on discrete trees	1
Beyond the echo chamber: modelling open-mindedness in citizens’ assemblies	1
Price of anarchy of traffic assignment with exponential cost functions	1
Monte Carlo tree search algorithms for risk-aware and multi-objective reinforcement learning	1
“Provably fair” algorithms may perpetuate racial and gender bias: a study of salary dispute resolution	1
Toward fast belief propagation for distributed constraint optimization problems via heuristic search	1
On preferences and reward policies over rankings	1
Modeling and reinforcement learning in partially observable many-agent systems	1
Resolving social dilemmas with minimal reward transfer	1
Uniformly constrained reinforcement learning	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
Open-ended coordination for multi-agent systems using modular open policies	1
A framework for the comparison of agent-based models	1
A Bayesian optimal social law synthesizing mechanism for strategical agents	1
Interference-free walks in time: temporally disjoint paths	1
Navigating in a space of game views	1
Full communication memory networks for team-level cooperation learning	1
Strategic classification for non-uniform preferences using penalty labels and randomisation	1
Classifying ambiguous identities in hidden-role Stochastic games with multi-agent reinforcement learning	1
Towards an axiomatic approach to truth discovery	1
Scaling multi-agent reinforcement learning to full 11 versus 11 simulated robotic football	1
Entropy based blending of policies for multi-agent coexistence	1