conftrace_

behavior policy

30 papers

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Co-occurring keywords

offline reinforcement learning (492) off-policy evaluation (144) policy learning (702) policy constraint (16) support constraint (5) policy improvement (67) mean squared error (69) distribution shift (722) policy optimization (657) extrapolation error (9)

Papers

Partial Action Replacement: Tackling Distribution Shift in Offline MARL AAAI 2026
Dynamic Uncertainty Estimation for Offline Reinforcement Learning AAAI 2025
Efficient Multi-Policy Evaluation for Reinforcement Learning AAAI 2025
Data-Efficient Policy Evaluation Through Behavior Policy Search JMLR 2024
A2PO: Towards Effective Offline Reinforcement Learning from an Advantage-aware Perspective NIPS 2024
Multi-LLM Debate: Framework, Principals, and Interventions NIPS 2024
Federated Ensemble-Directed Offline Reinforcement Learning NIPS 2024
Policy Regularization with Dataset Constraint for Offline Reinforcement Learning ICML 2023
An Instrumental Variable Approach to Confounded Off-Policy Evaluation ICML 2023
Adaptive Reward Shifting Based on Behavior Proximity for Offline Reinforcement Learning IJCAI 2023
Safe Policy Improvement for POMDPs via Finite-State Controllers AAAI 2023
ReDS: Offline RL With Heteroskedastic Datasets via Support Constraints NIPS 2023
Boosting Offline Reinforcement Learning with Action Preference Query ICML 2023
Supported Trust Region Optimization for Offline Reinforcement Learning ICML 2023
Constrained Policy Optimization with Explicit Behavior Density For Offline Reinforcement Learning NIPS 2023
Offline Imitation Learning with Suboptimal Demonstrations via Relaxed Distribution Matching AAAI 2023
Context Shift Reduction for Offline Meta-Reinforcement Learning NIPS 2023
Adversarially Trained Actor Critic for Offline Reinforcement Learning ICML 2022
Generalized Data Distribution Iteration ICML 2022
Robust Task Representations for Offline Meta-Reinforcement Learning via Contrastive Learning ICML 2022
DASCO: Dual-Generator Adversarial Support Constrained Offline Reinforcement Learning NIPS 2022
Retrieval-Augmented Reinforcement Learning ICML 2022
Model-Based Offline Planning with Trajectory Pruning IJCAI 2022
When does return-conditioned supervised learning work for offline reinforcement learning? NIPS 2022
Supported Policy Optimization for Offline Reinforcement Learning NIPS 2022