Can I read BlendRL: Merging Symbolic and Neural Policies on EtoBox?
BlendRL: Merging Symbolic and Neural Policies by magi.luolirui is a document available to read on EtoBox.
What is BlendRL: Merging Symbolic and Neural Policies about?
BlendRL is a neuro-symbolic reinforcement learning framework that integrates symbolic reasoning and neural policies to enhance agent capabilities in complex environments. The framework allows agents to utilize both high-level reasoning and low-level reactions, demonstrating improved performance over traditional neural and symbolic baselines in Atari games. The study presents the architecture, learning algorithm, and empirical results, highlighting the advantages of hybrid policy learning and the robustness
- Author
- magi.luolirui
- Language
- EN