Tag: adversarial reinforcement learning
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Neuro-Symbolic Experience Replay: Active Reasoning in RL
Discover how Neuro-Symbolic Experience Replay enhances reinforcement learning by integrating active reasoning with large language models for better efficie...
PiCA: Pivot-Based Credit Assignment for Better RL Search Agents
Discover PiCA, a novel pivot-based credit assignment method boosting reinforcement learning in LLM search agents for complex tasks.
SeePhys Pro: Benchmarking Multimodal RLVR in Physics Reasoning
Explore SeePhys Pro, a new benchmark analyzing modality transfer and blind training effects in multimodal reinforcement learning for physics reasoning.
BoostAPR: Advanced Reinforcement Learning for Program Repair
Discover BoostAPR, a cutting-edge framework using dual reward models and reinforcement learning to revolutionize automated program repair accuracy.
When to Trust Experts in Query-Time Reinforcement Learning
Explore when and how to trust expert guidance in query-time reinforcement learning to improve AI performance in complex control tasks.