conftrace_

model mismatch

6 papers

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Co-occurring keywords · papers mentioning both

model robustness (2) offline reinforcement learning (2) double-pessimism principle (1) large/continuous state space (1) robust constrained policy optimization (1) worst-case reward improvement (1) geometric graph (1) graph neural network (1) pessimism principle (1) generalization theory (1)

Papers

Generalization of Graph Neural Networks Is Robust to Model Mismatch AAAI 2025 Model-Free Offline Reinforcement Learning with Enhanced Robustness ICLR 2025 Safe Learning in the Real World via Adaptive Shielding with Hamilton-Jacobi Reachability L4DC 2025 A Unified Principle of Pessimism for Offline Reinforcement Learning under Model Mismatch NeurIPS 2024 Constrained Reinforcement Learning Under Model Mismatch ICML 2024 Natural Actor-Critic for Robust Reinforcement Learning with Function Approximation NeurIPS 2023