Q-learning Penalized Transformer for Safe Offline Reinforcement Learning
cs.LG
Submitted: 2026-09-28
Updated: 2026-09-29
Terminology
Sources
- A Primal-Dual Approach to Constrained Markov Decision Processes
- BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
- An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale
- SafeDreamer: Safe Reinforcement Learning with World Models
- Semi-gradient DICE for Offline Constrained Reinforcement Learning
- FAWAC: Feasibility Informed Advantage Weighted Regression for Persistent Safety in Offline Reinforcement Learning
- Latent Safety-Constrained Policy Approach for Safe Offline Reinforcement Learning
- Offline Reinforcement Learning with Implicit Q-Learning
- When Should We Prefer Offline Reinforcement Learning Over Behavioral Cloning?
- COptiDICE: Offline Constrained Reinforcement Learning via Stationary Distribution Correction Estimation
- Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems
- On the Robustness of Safe Reinforcement Learning under Observational Perturbations
- Datasets and Benchmarks for Offline Safe Reinforcement Learning
- Benchmarking Batch Deep Reinforcement Learning Algorithms
- Safe Offline Reinforcement Learning with Feasibility-Guided Diffusion Model
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