Article

Mastering Air Combat Game With Deep Reinforcement Learning

2023-05-11

Abstract excerpt

Reinforcement learning is used for air combat problems in recent years, and the idea of curriculum learning is often used for reinforcement learning, but traditional curriculum learning suffers from the problem of plasticity loss in neural networks. Plasticity loss is the difficulty of learning new knowledge after the network has converged. To this end, we propose a motivational curriculum learning distributed pro...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: cdcdf1d9-f021-5890-9725-b13bff9755ab
DOI: 10.20944/preprints202305.0862.v1

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Mastering Air Combat Game With Deep Reinforcement LearningDOI 10.20944/preprints202305.0862.v1Read

Robotic pursuit evasion problem in a constrained game area using deep reinforcement learning and self-play trainingSemantic proximity Read

Cognitive Escape Reinforcement Learning for Complex Decision MakingSemantic proximity Read

Multi-Agent Reinforcement Learning with Two Layer Control Plane for Traffic EngineeringSemantic proximity Read

Cooperate to Generalize: Deep Reinforcement Learning for Real-time Ad Hoc Team RoutingSemantic proximity Read

Dynamical Driving Interactions between Human and Mentalizing-designed Autonomous VehicleSemantic proximity Read

Cognitive Embodied Learning for Anomaly Active Target TrackingSemantic proximity Read

Optimal Strategy of the Simultaneous Dice Game Pig for Multiplayers: When Reinforcement Learning Meets Game TheorySemantic proximity Read

Preserving and combining knowledge in robotic lifelong reinforcement learningSemantic proximity Read

Learning Safe Behaviour via Justified Human Preferences and Hypothetical QueriesSemantic proximity Read

AI-Driven Threat Detection and Response: Toward Autonomous Cyber Defense SystemsSemantic proximity Read

A Comparison of Non-human Primate and Deep Reinforcement Learning Agent Performance in a Virtual Pursuit-Avoidance TaskSemantic proximity Read

Learning Safe Behaviour via Justified Human Preferences and Hypothetical QueriesSemantic proximity Read