Tag: adversarial reinforcement learning
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D2Skill: Dynamic Dual-Granularity Skill Bank for RL
Discover D2Skill, a dynamic dual-granularity skill bank that boosts agentic reinforcement learning efficiency and success rates by 10-20%.
PRCO: Enhancing Multimodal Reasoning with Perception-Reasoning
Discover PRCO, a novel framework improving multimodal reasoning by coevolving perception and reasoning in AI models for better accuracy and performance.
SARL: Label-Free Reinforcement Learning via Reasoning Topology
Discover SARL, a label-free reinforcement learning method that rewards reasoning structure for better generalization in complex tasks.
SkyNet: Advanced Planning for Partially-Observable Games
Discover SkyNet's belief-aware planning improving AI performance in partially-observable stochastic games with enhanced reinforcement learning techniques.
Bitboard Tetris AI: Fast Reinforcement Learning Breakthrough
Discover a bitboard-based Tetris AI boosting RL training speed by 53x with efficient algorithms and Python-Java integration.