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Reinforcement Learning

2932 directly classified papers

Papers per year

Papers

Continually Improving Extractive QA via Human Feedback EMNLP 2023
INA: An Integrative Approach for Enhancing Negotiation Strategies with Reward-Based Dialogue Agent EMNLP 2023
Enhancing Task-oriented Dialogue Systems with Generative Post-processing Networks EMNLP 2023
STEER: Unified Style Transfer with Expert Reinforcement EMNLP 2023
Quantum Multi-Armed Bandits and Stochastic Linear Bandits Enjoy Logarithmic Regrets AAAI 2023
Reinforced Target-driven Conversational Promotion EMNLP 2023
A Complete Characterization of Linear Estimators for Offline Policy Evaluation JMLR 2023
Planning and Learning with Adaptive Lookahead AAAI 2023
HuatuoGPT, Towards Taming Language Model to Be a Doctor EMNLP 2023
Achieving Zero Constraint Violation for Constrained Reinforcement Learning via Conservative Natural Policy Gradient Primal-Dual Algorithm AAAI 2023
Multiple-policy High-confidence Policy Evaluation AISTATS 2023
A Unified Analysis of Nonstochastic Delayed Feedback for Combinatorial Semi-Bandits, Linear Bandits, and MDPs COLT 2023
Intervention-Based Alignment of Code Search with Execution Feedback EMNLP 2023
Inference-Time Policy Adapters (IPA): Tailoring Extreme-Scale LMs without Fine-tuning EMNLP 2023
Policy-Adaptive Estimator Selection for Off-Policy Evaluation AAAI 2023
Reward Poisoning Attacks on Offline Multi-Agent Reinforcement Learning AAAI 2023
Adaptive Policy Learning for Offline-to-Online Reinforcement Learning AAAI 2023
Bilinear Exponential Family of MDPs: Frequentist Regret Bound with Tractable Exploration & Planning AAAI 2023
On Instance-Dependent Bounds for Offline Reinforcement Learning with Linear Function Approximation AAAI 2023
Scaling Marginalized Importance Sampling to High-Dimensional State-Spaces via State Abstraction AAAI 2023
Stochastic Generative Flow Networks UAI 2023
Online Reinforcement Learning with Uncertain Episode Lengths AAAI 2023
Counterfactual Learning with General Data-Generating Policies AAAI 2023
Weighted Policy Constraints for Offline Reinforcement Learning AAAI 2023
Policy-Independent Behavioral Metric-Based Representation for Deep Reinforcement Learning AAAI 2023