conftrace_

reward estimation

31 papers

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Co-occurring keywords

reinforcement learning (4352) contextual bandit (381) multi-armed bandit (1098) variance reduction (523) policy learning (702) online learning (1777) dialogue policy (60) regret bound (1926) bandit feedback (118) inverse reinforcement learning (205)

Papers

Out of Distribution, Out of Luck: Process Rewards Misguide Reasoning Models EACL 2026
Rethinking DPO-style Diffusion Aligning Frameworks ICCV 2025
Towards Costless Model Selection in Contextual Bandits: A Bias-Variance Perspective AISTATS 2024
Differentially Private Reward Estimation with Preference Feedback AISTATS 2024
Distributionally Robust Policy Gradient for Offline Contextual Bandits AISTATS 2023
Flexible and Efficient Contextual Bandits with Heterogeneous Treatment Effect Oracles AISTATS 2023
Entropy Regularization for Population Estimation AAAI 2023
A Long $N$-step Surrogate Stage Reward for Deep Reinforcement Learning NIPS 2023
Boosted Off-Policy Learning AISTATS 2023
Distributional Reward Estimation for Effective Multi-agent Deep Reinforcement Learning NIPS 2022
Learning from an Exploring Demonstrator: Optimal Reward Estimation for Bandits AISTATS 2022
Near-Optimal Regret Bounds for Contextual Combinatorial Semi-Bandits with Linear Payoff Functions AAAI 2021
Towards Automatic Evaluation of Dialog Systems: A Model-Free Off-Policy Evaluation Approach EMNLP 2021
Contextual Bandits with Delayed Feedback and Semi-supervised Learning (Student Abstract) AAAI 2021
[RETRACTED] WeaSuL: Weakly Supervised Dialogue Policy Learning: Reward Estimation for Multi-turn Dialogue ACL 2021
[RETRACTED] WeaSuL: Weakly Supervised Dialogue Policy Learning: Reward Estimation for Multi-turn Dialogue IJCNLP 2021
Reinforcement Learning with Trajectory Feedback AAAI 2021
Language Resource Efficient Learning for Captioning EMNLP 2021
Cost-Effective Incentive Allocation via Structured Counterfactual Inference AAAI 2020
Deep PQR: Solving Inverse Reinforcement Learning using Anchor Actions ICML 2020
Variational Imitation Learning with Diverse-quality Demonstrations ICML 2020
Recovering Bandits NIPS 2019
Neural Machine Translation with Adequacy-Oriented Learning AAAI 2019
Guided Dialog Policy Learning: Reward Estimation for Multi-Domain Task-Oriented Dialog EMNLP 2019
Guided Dialog Policy Learning: Reward Estimation for Multi-Domain Task-Oriented Dialog IJCNLP 2019