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09/05/2023
Robustness and Generalizability of Deepfake Detection: A Study with Diffusion Models
The rise of deepfake images, especially of well-known personalities, pos...
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08/23/2023
Diverse Policies Converge in Reward-free Markov Decision Processe
Reinforcement learning has achieved great success in many decision-makin...
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02/15/2023
TiZero: Mastering Multi-Agent Football with Curriculum Learning and Self-Play
Multi-agent football poses an unsolved challenge in AI research. Existin...
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02/08/2023
Learning Graph-Enhanced Commander-Executor for Multi-Agent Navigation
This paper investigates the multi-agent navigation problem, which requir...
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07/12/2022
DGPO: Discovering Multiple Strategies with Diversity-Guided Policy Optimization
Recent algorithms designed for reinforcement learning tasks focus on fin...
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10/09/2021
TiKick: Toward Playing Multi-agent Football Full Games from Single-agent Demonstrations
Deep reinforcement learning (DRL) has achieved super-human performance o...
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10/08/2021
Ranking Cost: Building An Efficient and Scalable Circuit Routing Planner with Evolution-Based Optimization
Circuit routing has been a historically challenging problem in designing...
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03/18/2017
