conftrace_

cumulative reward

11 papers

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Co-occurring keywords · papers mentioning both

reinforcement learning (6) multi-armed bandit (2) adversarial attack (2) exploration strategy (1) state-of-the-art cumulative-reward meta-rl (1) concentration bound (1) competitive ratio (1) recommender system (1) contraction mapping (1) permutation invariance (1)

Papers

Concentration of Cumulative Reward in Markov Decision Processes JMLR 2025 ReinboT: Amplifying Robot Visual-Language Manipulation with Reinforcement Learning ICML 2025 First-Explore, then Exploit: Meta-Learning to Solve Hard Exploration-Exploitation Trade-Offs NeurIPS 2024 Reward Certification for Policy Smoothed Reinforcement Learning AAAI 2024 Mitigating Disparity while Maximizing Reward: Tight Anytime Guarantee for Improving Bandits IJCAI 2023 Settling the Reward Hypothesis ICML 2023 CROP: Certifying Robust Policies for Reinforcement Learning through Functional Smoothing ICLR 2022 A Contraction Approach to Model-based Reinforcement Learning AISTATS 2021 Safe Reinforcement Learning in Constrained Markov Decision Processes ICML 2020 Thread Popularity Prediction and Tracking with a Permutation-invariant Model EMNLP 2018 Trading off Rewards and Errors in Multi-Armed Bandits AISTATS 2017