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Papers
Beyond Single-Step Updates: Reinforcement Learning of Heuristics with Limited-Horizon Search
AAAI 2026
Revisiting TD Target Aggregation under Uncertainty in Q-Learning
UAI 2026
Learning to Trust Bellman Updates: Selective State-Adaptive Regularization for Offline RL
ICML 2025
Seizing Serendipity: Exploiting the Value of Past Success in Off-Policy Actor-Critic
ICML 2024
Fast Bellman Updates for Wasserstein Distributionally Robust MDPs
NeurIPS 2023
Model-Based Offline Weighted Policy Optimization (Student Abstract)
AAAI 2023
Robust φ-Divergence MDPs
NeurIPS 2022
The Value Equivalence Principle for Model-Based Reinforcement Learning
NeurIPS 2020
An Efficient, Generalized Bellman Update For Cooperative Inverse Reinforcement Learning
ICML 2018
Fast Bellman Updates for Robust MDPs
ICML 2018