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