Tag: adversarial reinforcement learning
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TRACE: Improved Credit Assignment for Multi-Turn Jailbreaking
Discover TRACE, a novel framework enhancing credit assignment in multi-turn jailbreaking, boosting attack success and defense in large language models.
EvoMAS: Adaptive Workflows for Multi-Agent Systems
Discover EvoMAS, a novel framework that enables real-time adaptive workflows to optimize multi-agent systems in dynamic environments.
AHD Agent: Reinforcement Learning for Smart Heuristic Design
Discover how AHD Agent uses agentic reinforcement learning to enhance automatic heuristic design for complex optimization problems efficiently.
Reinforcement Learning for Safe Taxiway Routing
Discover a novel reinforcement learning framework enhancing safe, efficient taxiway routing with conflict-aware observations in airport operations.
RewardHarness: Efficient Self-Evolving AI for Image Editing
Discover RewardHarness, a self-evolving AI framework that boosts image editing accuracy with minimal data and surpasses GPT-5 performance.