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 2020-10-01 to 2024-10-01.)

Article	Citations
A practical guide to multi-objective reinforcement learning and planning	95
Logic-based technologies for multi-agent systems: a systematic literature review	51
Towards a framework for certification of reliable autonomous systems	46
Trust repair in human-agent teams: the effectiveness of explanations and expressing regret	29
Multi-UAV planning for cooperative wildfire coverage and tracking with quality-of-service guarantees	23
Electric vehicle charging strategy study and the application on charging station placement	21
Formal verification of group and propagated trust in multi-agent systems	20
Emotion contagion in agent-based simulations of crowds: a systematic review	19
Fair allocation of indivisible goods and chores	19
Designing empathic virtual agents: manipulating animation, voice, rendering, and empathy to create persuasive agents	14
Real-time multi-agent systems: rationality, formal model, and empirical results	12
An explainable assistant for multiuser privacy	12
ANEGMA: an automated negotiation model for e-markets	12
Voting with random classifiers (VORACE): theoretical and experimental analysis	11
Formal verification of neural agents in non-deterministic environments	11
Scalar reward is not enough: a response to Silver, Singh, Precup and Sutton (2021)	11
Learning structured communication for multi-agent reinforcement learning	10
Assisting humans in privacy management: an agent-based approach	9
AVDM: A hierarchical command-and-control system architecture for cooperative autonomous vehicles in highways scenario using microscopic simulations	9
Efficient policy detecting and reusing for non-stationarity in Markov games	9
Quantifying the effects of environment and population diversity in multi-agent reinforcement learning	9
Recent advances in leveraging human guidance for sequential decision-making tasks	8
Exploring the influence of a user-specific explainable virtual advisor on health behaviour change intentions	8
Explaining BDI agent behaviour through dialogue	8
Higher-order theory of mind is especially useful in unpredictable negotiations	8

Modelling and verification of reconfigurable multi-agent systems	7
Enabling scalable and fault-tolerant multi-agent systems by utilizing cloud-native computing	7
Accountability in multi-agent organizations: from conceptual design to agent programming	7
What values should an agent align with?	7
Large-scale agent-based simulations of online social networks	7
Towards explainable interactive multiobjective optimization: R-XIMO	7
Revenue maximizing markets for zero-day exploits	7
Candidate selections with proportional fairness constraints	7
Mandrake: multiagent systems as a basis for programming fault-tolerant decentralized applications	6
Automatic calibration of dynamic and heterogeneous parameters in agent-based models	6
Playing Atari with few neurons	5
Concurrent local negotiations with a global utility function: a greedy approach	5
Topological influence and locality in swap schelling games	5
Towards addressing dynamic multi-agent task allocation in law enforcement	5
Maximin fairness with mixed divisible and indivisible goods	5
Towards completing the puzzle: complexity of control by replacing, adding, and deleting candidates or voters	4
Arguing and negotiating using incomplete negotiators profiles	4
Balancing fairness and efficiency in traffic routing via interpolated traffic assignment	4
Unravelling multi-agent ranked delegations	4
Enabling imitation-based cooperation in dynamic social networks	4
Symbolic knowledge injection meets intelligent agents: QoS metrics and experiments	3
Reaching consensus under a deadline	3
I2RL: online inverse reinforcement learning under occlusion	3
Scaling multi-agent reinforcement learning to full 11 versus 11 simulated robotic football	3
Preference-based multi-objective multi-agent path finding	3
Interference-free walks in time: temporally disjoint paths	3
Automated privacy negotiations with preference uncertainty	3
Manipulation-resistant false-name-proof facility location mechanisms for complex graphs	3
GDL as a unifying domain description language for declarative automated negotiation	3
Changing criteria weights to achieve fair VIKOR ranking: a postprocessing reranking approach	3
Combining quantitative and qualitative reasoning in concurrent multi-player games	3
Irrelevant matches in round-robin tournaments	3
Evaluating approval-based multiwinner voting in terms of robustness to noise	3
Connected coordinated motion planning with bounded stretch	3
On the dominant set selection problem and its application to value alignment	3
Personalised rating	2
Information Design in Affiliate Marketing	2
A logical model for the ontology alignment repair game	2
Accelerating deep reinforcement learning via knowledge-guided policy network	2
A survey of multi-agent deep reinforcement learning with communication	2
On the computation of probabilistic coalition structures	2
How to turn an MAS into a graphical causal model	2
Automated narrative planning model extension	2
Gini index based initial coin offering mechanism	2
Towards combining commonsense reasoning and knowledge acquisition to guide deep learning	2
Using psychological characteristics of situations for social situation comprehension in support agents	2
Utility distribution matters: enabling fast belief propagation for multi-agent optimization with dense local utility function	2
Combining theory of mind and abductive reasoning in agent-oriented programming	2
On nash equilibria in normal-form games with vectorial payoffs	2
Algorithms for partially robust team formation	2

Using soft maximin for risk averse multi-objective decision-making	2
Actor-critic multi-objective reinforcement learning for non-linear utility functions	2
Special issue on Current trends in research on software agents and agent-based software systems	2
Probabilistic serial mechanism for multi-type resource allocation	2
ASN: action semantics network for multiagent reinforcement learning	2
Price of anarchy of traffic assignment with exponential cost functions	2
Monte Carlo tree search algorithms for risk-aware and multi-objective reinforcement learning	2
A performance-impact based multi-task distributed scheduling algorithm with task removal inference and deadlock avoidance	2
Generalized kings and single-elimination winners in random tournaments	2
The complexity of election problems with group-separable preferences	2
Swap dynamics in single-peaked housing markets	2
Input addition and deletion in reinforcement: towards protean learning	1
Redividing the cake	1
Computing balanced solutions for large international kidney exchange schemes	1
Hardness of candidate nomination	1
A decentralised self-healing approach for network topology maintenance	1
Correction: Warmth and competence in human-agent cooperation	1
Efficiently reconfiguring a connected swarm of labeled robots	1
Equitability and welfare maximization for allocating indivisible items	1
Fairness criteria for allocating indivisible chores: connections and efficiencies	1
Graphical house allocation with identical valuations	1
Quantifying over information change with common knowledge	1
Effect of asynchronous execution and imperfect communication on max-sum belief propagation	1
Preface to the Special Issue on engineering reliable multi-agent systems	1
Approximating voting rules from truncated ballots	1
A framework for the comparison of agent-based models	1
Exploration in policy optimization through multiple paths	1
Egalitarian judgment aggregation	1
Enabling BDI group plans with coordination middleware: semantics and implementation	1
RGS$$^\oplus $$: RDF graph synchronization for collaborative robotics	1
A contract-based incentive mechanism for distributed meeting scheduling: Can agents who value privacy tell the truth?	1
Correction: A survey of multi-agent deep reinforcement learning with communication	1
Warmth and competence in human-agent cooperation	1
Towards an axiomatic approach to truth discovery	1
Electoral manipulation via influence: probabilistic model	1
Strategyproof facility location mechanisms on discrete trees	1
Full communication memory networks for team-level cooperation learning	1
The parameterized complexity of manipulating Top Trading Cycles	1
On-line estimators for ad-hoc task execution: learning types and parameters of teammates for effective teamwork	1
Fair cake-cutting algorithms with real land-value data	1
Privacy preserving planning in multi-agent stochastic environments	1
An asymptotically optimal VCG redistribution mechanism for the public project problem	1
Model-free reinforcement learning for motion planning of autonomous agents with complex tasks in partially observable environments	1
Representing and reasoning about auctions	1
Analysing factorizations of action-value networks for cooperative multi-agent reinforcement learning	1
Learning by reusing previous advice: a memory-based teacher–student framework	1
Equilibria in schelling games: computational hardness and robustness	1
Contest partitioning in binary contests	1
On coalitional manipulation for multiwinner elections: shortlisting	1
Fair allocation of conflicting items	1
Verification of multi-layered assignment problems	1
Minimality and comparison of sets of multi-attribute vectors	1
Fast approximate bi-objective Pareto sets with quality bounds	1
Budget feasible mechanisms for facility location games with strategic facilities	1