Tag: offline reinforcement learning
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Offline RL Enhances Adaptive Policy Retrieval in Prior Authorization
Discover how offline reinforcement learning improves adaptive policy retrieval, boosting accuracy and efficiency in prior authorization decisions.
MARL-GPT: Unified GPT Model for Multi-Agent RL
Discover MARL-GPT, a scalable GPT-based model excelling in multi-agent reinforcement learning across diverse tasks without task-specific tuning.
SutureAgent: Surgical Trajectory Prediction with Offline RL
Discover how SutureAgent uses goal-conditioned offline RL to predict surgical needle trajectories, improving robotic suturing accuracy and safety.
Offline Policy Optimization with Parametric Policies in RL
Explore advanced offline policy optimization using parametric policies to improve reinforcement learning in large and continuous action spaces.
OffSim: Advanced Offline Simulator for Inverse RL
Discover OffSim, an offline simulator enhancing model-based inverse reinforcement learning with expert data for efficient policy training.