Tag: adversarial reinforcement learning
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PRAISE: Efficient Prefix-Based Rollout in Agentic Search
Discover PRAISE, a novel prefix-based rollout reuse method boosting data efficiency and reward assignment in agentic search training for LLMs.
BioAlchemy: AI Dataset Boosts Biological Reasoning Models
Discover BioAlchemy, a dataset enhancing AI reasoning in biology with 345K+ Q&A pairs, improving model accuracy by 9% in scientific research tasks.
Mission-Aligned Control for Safe Autonomous Systems
Explore mission-aligned learning-informed control to enhance safety, reliability, and efficiency in autonomous systems using RL and classical planning.
Hallucination’s Impact on Reinforcement Training in Multimodal Models
Explore how hallucination influences reinforcement post-training in multimodal reasoning models, boosting visual and multimodal AI performance.
Self-Guide: Enhancing Language Agents with Internal Rewards
Discover how Self-Guide boosts language agents by co-evolving policy and internal rewards for improved learning and inference performance.