Program

The detailed schedule for talks and posters can be found here

9:00 a.m. - 9:10 a.m. Opening Remarks

9:10 a.m. - 9:35 a.m. Multi-Agent Risks from Advanced AI (Keynote) - Lewis Hammond

9:35 a.m. - 10:00 a.m. Key Challenges in Foundation Models (... and some solutions!) (Keynote) - Volkan Cevher

10:00 a.m. - 10:25 a.m. Multi-Agent Vulnerabilities in Superhuman AI (Keynote Talk) - Adam Gleave

10:24 a.m. - 10:25 a.m. Towards AI-based auditing of privacy risks in privacy-enhancing technologies ([On-Demand] Keynote) - Ana-Maria Cretu

10:24 a.m. - 10:25 a.m. Recent Advances on Online Learning in Games. ([On-Demand] Keynote) - Stratis Skoulakis

10:25 a.m. - 10:40 a.m. Language Agents as Hackers: Evaluating Cybersecurity Skills with Capture the Flag (Oral) -

John Yang · Akshara Prabhakar · Shunyu Yao · Kexin Pei · Karthik Narasimhan

10:40 a.m. - 10:55 a.m. Leading the Pack: N-player Opponent Shaping (Oral) - Alexandra Souly · Timon Willi · Akbir Khan · Robert Kirk · Chris Lu · Edward Grefenstette · Tim Rocktäschel

11:05 a.m. - 11:20 a.m. Cooperative AI via Decentralized Commitment Devices (Oral) - Xyn Sun · Davide Crapis · Matt Stephenson · Jonathan Passerat-Palmbach

11:30 a.m. - 12:30 p.m. Panel Debate - Klaudia Krawiecka ·

12:30 p.m. - 2:00 p.m. Poster Session (Poster Session & Lunch break)

2:10 p.m. - 2:25 p.m. I See You! Robust Measurement of Adversarial Behavior (Oral) - Lars Ankile · Matheus Xavier Ferreira · David Parkes

2:25 p.m. - 2:40 p.m. Oracles & Followers: Stackelberg Equilibria in Deep Multi-Agent Reinforcement Learning (Oral) - Matthias Gerstgrasser · David Parkes

2:40 p.m. - 2:50 p.m. Defining and Mitigating Collusion in Multi-Agent Systems (Spotlight) - Jack Foxabbott · Sam Deverett · Kaspar Senft · Samuel Dower · Lewis Hammond

2:50 p.m. - 3:00 p.m. Second-order Jailbreaks: Generative Agents Successfully Manipulate Through an Intermediary (Spotlight) - Mikhail Terekhov · Romain Graux · Eduardo Neville · Denis Rosset · Gabin Kolly

3:00 p.m. - 3:10 p.m. Harnessing the Power of Federated Learning in Federated Contextual Bandits (Spotlight) - Chengshuai Shi · Kun Yang · Ruida Zhou · Cong Shen

3:10 p.m. - 3:20 p.m. Beyond Worst-case Attacks: Robust RL with Adaptive Defense via Non-dominated Policies (Spotlight) - Xiangyu Liu · Chenghao Deng · Yanchao Sun · Yongyuan Liang · Furong Huang

3:20 p.m. - 3:30 p.m. Dynamics Model Based Adversarial Training For Competitive Reinforcement Learning (Spotlight) - Xuan Chen · Guanhong Tao · Xiangyu Zhang

3:30 p.m. - 3:40 p.m. RAVE: Enabling safety verification for realistic deep reinforcement learning systems (Spotlight) - Wenbo Guo · Taesung Lee · Kevin Eykholt · Jiyong Jang

3:40 p.m. - 3:50 p.m. Multiagent Simulators for Social Networks (Spotlight) - Aditya Surve · Archit Rathod · Mokshit Surana · Gautam Malpani · Aneesh Shamraj · SAINATH SANKEPALLY · Raghav Jain · Swapneel Mehta

3:50 p.m. - 4:00 p.m. Robustness to Multi-Modal Environment Uncertainty in MARL using Curriculum Learning (Spotlight) -

Aakriti Agrawal · Rohith Aralikatti · Yanchao Sun · Furong Huang

4:00 p.m. - 4:10 p.m. Generation of Games for Opponent Model Differentiation (Spotlight) - David Milec · Viliam Lisy · Christopher Kiekintveld

4:10 p.m. - 4:20 p.m. Robust Q-Learning against State Perturbations: a Belief-Enriched Pessimistic Approach (Spotlight) - Xiaolin Sun · Zizhan Zheng

4:20 p.m. - 4:30 p.m. Stackelberg Games with Side Information (Spotlight) - Keegan Harris · Steven Wu · Maria-Florina Balcan

4:30 p.m. - 4:40 p.m. Assessing Risks of Using Autonomous Language Models in Military and Diplomatic Planning (Spotlight) - Gabe Mukobi · Ann-Katrin Reuel · Juan-Pablo Rivera · Chandler Smith

4:40 p.m. - 4:50 p.m. Decentralized agent-based modeling (Spotlight) - Ayush Chopra · Arnau Quera-Bofarull · Nurullah Giray Kuru · Ramesh Raskar

4:50 p.m. - 5:00 p.m. Safe Equilibrium (Spotlight) - Samuel Ganzfried

5:00 p.m. - 5:30 p.m. Closing Remarks and Award Ceremony

Posters

Robustness to Multi-Modal Environment Uncertainty in MARL using Curriculum Learning ( Poster ) link »

Aakriti Agrawal · Rohith Aralikatti · Yanchao Sun · Furong Huang

Defining and Mitigating Collusion in Multi-Agent Systems ( Poster ) link »

Jack Foxabbott · Sam Deverett · Kaspar Senft · Samuel Dower · Lewis Hammond

Multiagent Simulators for Social Networks ( Poster ) link »

Aditya Surve · Archit Rathod · Mokshit Surana · Gautam Malpani · Aneesh Shamraj · SAINATH SANKEPALLY · Raghav Jain · Swapneel Mehta

Oracles & Followers: Stackelberg Equilibria in Deep Multi-Agent Reinforcement Learning ( Poster ) link »

Matthias Gerstgrasser · David Parkes

Dynamics Model Based Adversarial Training For Competitive Reinforcement Learning ( Poster ) link »

Xuan Chen · Guanhong Tao · Xiangyu Zhang

Beyond Worst-case Attacks: Robust RL with Adaptive Defense via Non-dominated Policies ( Poster ) link »

Xiangyu Liu · Chenghao Deng · Yanchao Sun · Yongyuan Liang · Furong Huang

Generation of Games for Opponent Model Differentiation ( Poster ) link »

David Milec · Viliam Lisy · Christopher Kiekintveld

Language Agents as Hackers: Evaluating Cybersecurity Skills with Capture the Flag ( Poster ) link »

John Yang · Akshara Prabhakar · Shunyu Yao · Kexin Pei · Karthik Narasimhan

Second-order Jailbreaks: Generative Agents Successfully Manipulate Through an Intermediary ( Poster ) link »

Mikhail Terekhov · Romain Graux · Eduardo Neville · Denis Rosset · Gabin Kolly

RAVE: Enabling safety verification for realistic deep reinforcement learning systems ( Poster ) link »

Wenbo Guo · Taesung Lee · Kevin Eykholt · Jiyong Jang

Cooperative AI via Decentralized Commitment Devices ( Poster ) link »

Xyn Sun · Davide Crapis · Matt Stephenson · Jonathan Passerat-Palmbach

Robust Q-Learning against State Perturbations: a Belief-Enriched Pessimistic Approach ( Poster ) link »

Xiaolin Sun · Zizhan Zheng

Assessing Risks of Using Autonomous Language Models in Military and Diplomatic Planning ( Poster ) link »

Gabe Mukobi · Ann-Katrin Reuel · Juan-Pablo Rivera · Chandler Smith

Stackelberg Games with Side Information ( Poster ) link »

Keegan Harris · Steven Wu · Maria-Florina Balcan

Safe Equilibrium ( Poster ) link »

Samuel Ganzfried

Leading the Pack: N-player Opponent Shaping ( Poster ) link »

Alexandra Souly · Timon Willi · Akbir Khan · Robert Kirk · Chris Lu · Edward Grefenstette · Tim Rocktäschel

Harnessing the Power of Federated Learning in Federated Contextual Bandits ( Poster ) link »

Chengshuai Shi · Kun Yang · Ruida Zhou · Cong Shen

Decentralized agent-based modeling ( Poster ) link »

Ayush Chopra · Arnau Quera-Bofarull · Nurullah Giray Kuru · Ramesh Raskar

I See You! Robust Measurement of Adversarial Behavior ( Poster ) link »

Lars Ankile · Matheus Xavier Ferreira · David Parkes