Efficient Policy Evaluation with Offline Data Informed Behavior Policy Design
cs.LG
Submitted: 2023-01-31
Updated: 2026-09-29
Terminology
Sources
- Robust Data-Collection Policy Learning for Low-Variance Online Policy Evaluation
- Fast Rates in $\alpha$-Potential Games via Regularized Mirror Descent
- Pessimism-Free Offline Learning in General-Sum Games via KL Regularization
- Doubly Robust Policy Evaluation and Learning
- Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
- OR-Transformer: Scaling Real-Time Decision-Making to 1,000 Items
- Proximal Policy Optimization Algorithms
- Directly Estimating the Variance of the {\lambda}-Return Using Temporal-Difference Methods
- Predicting Plasticity in Deep Continual Learning: A Theoretical Perspective
- Beyond Linear Attention: Softmax Transformers Implement In-Context Reinforcement Learning
- Beyond Pessimism: Offline Learning in KL-regularized Games
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