RLC 2025 Workshop CoCoMARL Submissions

Learning Collusion in Episodic, Inventory-Constrained Markets
Paul Friedrich, Barna Pásztor, Giorgia Ramponi
- Published: 23 Jun 2025, Last Modified: 25 Jun 2025
- CoCoMARL 2025 Poster
- Readers: Everyone
Dynamic Mean-Field Control for Network MDPs with Exogenous Demand
Botao Ye, Hengquan Guo, Weichang Wang, Xin Liu
- Published: 23 Jun 2025, Last Modified: 25 Jun 2025
- CoCoMARL 2025 Poster
- Readers: Everyone
Assistax: A Hardware-Accelerated Reinforcement Learning Benchmark for Assistive Robotics
Leonard Hinckeldey, Elliot Fosong, Elle Miller, Rimvydas Rubavicius, Trevor McInroe, Patricia Wollstadt, Christiane B. Wiebel-Herboth, Subramanian Ramamoorthy, Stefano V. Albrecht
- Published: 23 Jun 2025, Last Modified: 25 Jun 2025
- CoCoMARL 2025 Poster
- Readers: Everyone
Reevaluating Policy Gradient Methods for Imperfect-Information Games
Max Rudolph, Nathan Lichtlé, Sobhan Mohammadpour, Alexandre Bayen, J Zico Kolter, Amy Zhang, Gabriele Farina, Eugene Vinitsky, Samuel Sokota
- Published: 23 Jun 2025, Last Modified: 25 Jun 2025
- CoCoMARL 2025 Oral
- Readers: Everyone
Information and Contract Design for Repeated Interactions between Agents with Misaligned Incentives
Nanda Kishore Sreenivas, Kate Larson
- Published: 23 Jun 2025, Last Modified: 25 Jun 2025
- CoCoMARL 2025 Poster
- Readers: Everyone
HyperMARL: Adaptive Hypernetworks for Multi-Agent RL
Kale-ab Tessera, Arrasy Rahman, Amos Storkey, Stefano V. Albrecht
- Published: 23 Jun 2025, Last Modified: 25 Jun 2025
- CoCoMARL 2025 Poster
- Readers: Everyone
Who is Helping Whom? Analyzing Inter-dependencies to Evaluate Zero-Shot Cooperation in Teams
Upasana Biswas, Vardhan Palod, Siddhant Bhambri, Subbarao Kambhampati
- Published: 23 Jun 2025, Last Modified: 25 Jun 2025
- CoCoMARL 2025 Oral
- Readers: Everyone
Multi-Agent Matrix Games with Individual learners: How Exploration-Exploitation Strategies Impact the Emergence of Coordination
Julien Armand, Tommy Chien-Hsuan Lin, Maxime Heuillet, Audrey Durand
- Published: 23 Jun 2025, Last Modified: 25 Jun 2025
- CoCoMARL 2025 Poster
- Readers: Everyone
Learning to Negotiate via Voluntary Commitment
Shuhui Zhu, Baoxiang Wang, Sriram Ganapathi Subramanian, Pascal Poupart
- Published: 23 Jun 2025, Last Modified: 25 Jun 2025
- CoCoMARL 2025 Poster
- Readers: Everyone
Robust Coordination under Misaligned Communication via Power Regularization
Nancirose G Piazza, Amirhossein Karimi, Behnia Soleymani, Vahid Behzadan, Stefan Sarkadi
- Published: 23 Jun 2025, Last Modified: 25 Jun 2025
- CoCoMARL 2025 Poster
- Readers: Everyone
Encoding Goals as Graphs: Structured Objectives for Scalable Cooperative Multi-Agent Reinforcement Learning
Alessandro Amato, Raffaele Galliera, K. Brent Venable, Niranjan Suri
- Published: 23 Jun 2025, Last Modified: 25 Jun 2025
- CoCoMARL 2025 Poster
- Readers: Everyone
ROTATE: Regret-driven Open-ended Training for Ad Hoc Teamwork
Caroline Wang, Arrasy Rahman, Jiaxun Cui, Yoonchang Sung, Peter Stone
- Published: 23 Jun 2025, Last Modified: 25 Jun 2025
- CoCoMARL 2025 Oral
- Readers: Everyone
Networked Communication for Decentralised Cooperative Agents in Mean-Field Control
Patrick Benjamin, Alessandro Abate
- Published: 23 Jun 2025, Last Modified: 25 Jun 2025
- CoCoMARL 2025 Poster
- Readers: Everyone
Multi-agent Markov Entanglement
Shuze Chen, Tianyi Peng
- Published: 23 Jun 2025, Last Modified: 25 Jun 2025
- CoCoMARL 2025 Poster
- Readers: Everyone
Decentralized Fire Seeking MARL UAVs
Gaganpreet Jhajj, Tojoarisoa Rakotoaritina, Fuhua Lin
- Published: 23 Jun 2025, Last Modified: 25 Jun 2025
- CoCoMARL 2025 Poster
- Readers: Everyone
Reconciling Set-Valued Policy & Dead-End Discovery in RL: An Empirical Analysis
Sixing Wu, Shengpu Tang
- Published: 23 Jun 2025, Last Modified: 25 Jun 2025
- CoCoMARL 2025 Poster
- Readers: Everyone
Principled Learning-to-Communicate in Cooperative MARL: An Information-Structure Perspective
Xiangyu Liu, Haoyi You, Kaiqing Zhang
- Published: 23 Jun 2025, Last Modified: 25 Jun 2025
- CoCoMARL 2025 Poster
- Readers: Everyone
Towards Spontaneous Cooperation in Multi-Agent Reinforcement Learning using Explicit Goal Recognition
Kirin Godhwani, Adam S R Parker, Matthew E. Taylor, William Yeoh, Reuth Mirsky
- Published: 23 Jun 2025, Last Modified: 25 Jun 2025
- CoCoMARL 2025 Poster
- Readers: Everyone
Efficient Management of Day-Ahead Energy Markets via Multi-Agent Reinforcement Learning - a Hybrid Model Case Study
Matan Levy, Sarah Keren, Itay Segev, Alexander Tuisov
- Published: 23 Jun 2025, Last Modified: 25 Jun 2025
- CoCoMARL 2025 Oral
- Readers: Everyone
The challenge of hidden gifts in multi-agent reinforcement learning
Dane Malenfant, Blake Aaron Richards
- Published: 23 Jun 2025, Last Modified: 25 Jun 2025
- CoCoMARL 2025 Poster
- Readers: Everyone
Wasserstein-Barycenter Consensus for Cooperative Multi-Agent Reinforcement Learning
Ali Baheri
- Published: 23 Jun 2025, Last Modified: 25 Jun 2025
- CoCoMARL 2025 Poster
- Readers: Everyone
Learning Bilateral Team Formation in Cooperative Multi-Agent Reinforcement Learning
Koorosh Moslemi, Chi-Guhn Lee
- Published: 23 Jun 2025, Last Modified: 25 Jun 2025
- CoCoMARL 2025 Oral
- Readers: Everyone
Towards Sustainable Investment Policies Informed by Opponent Shaping
Juan Agustin Duque, Razvan Ciuca, Ayoub Echchahed, Hugo Larochelle, Aaron Courville
- Published: 23 Jun 2025, Last Modified: 25 Jun 2025
- CoCoMARL 2025 Poster
- Readers: Everyone