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reinforcement learning

4122 papers

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Also known as

RLVR HARL GRPO RL PPO REINFORCE RFT DRL RL NULL LQR RLHF

Co-occurring keywords

large language model (12755) policy learning (699) markov decision process (788) policy gradient (518) policy optimization (630) deep reinforcement learning (903) multi-agent system (1743) imitation learning (741) regret bound (1918) language model (4573)

Papers

Leveraging Discourse Rewards for Document-Level Neural Machine Translation COLING 2020
Answer-driven Deep Question Generation based on Reinforcement Learning COLING 2020
HateGAN: Adversarial Generative-Based Data Augmentation for Hate Speech Detection COLING 2020
Interactive Question Clarification in Dialogue via Reinforcement Learning COLING 2020
Warren at SemEval-2020 Task 4: ALBERT and Multi-Task Learning for Commonsense Validation COLING 2020
A Berry Picking Robot With A Hybrid Soft-Rigid Arm: Design and Task Space Control RSS 2020
Data Valuation using Reinforcement Learning ICML 2020
Loss Function Search for Face Recognition ICML 2020
Enhanced POET: Open-ended Reinforcement Learning through Unbounded Invention of Learning Challenges and their Solutions ICML 2020
Clinician-in-the-Loop Decision Making: Reinforcement Learning with Near-Optimal Set-Valued Policies ICML 2020
Reinforcement Learning for Integer Programming: Learning to Cut ICML 2020
Adaptive Estimator Selection for Off-Policy Evaluation ICML 2020
Reinforcement Learning for Molecular Design Guided by Quantum Mechanics ICML 2020
Sample Factory: Egocentric 3D Control from Pixels at 100000 FPS with Asynchronous Reinforcement Learning ICML 2020
Learning Selection Strategies in Buchberger’s Algorithm ICML 2020
Stabilizing Transformers for Reinforcement Learning ICML 2020
Learning with Good Feature Representations in Bandits and in RL with a Generative Model ICML 2020
CoMic: Complementary Task Learning & Mimicry for Reusable Skills ICML 2020
Dynamic Knapsack Optimization Towards Efficient Multi-Channel Sequential Advertising ICML 2020
Leveraging Procedural Generation to Benchmark Reinforcement Learning ICML 2020
Description Based Text Classification with Reinforcement Learning ICML 2020
Discount Factor as a Regularizer in Reinforcement Learning ICML 2020
History-Gradient Aided Batch Size Adaptation for Variance Reduced Algorithms ICML 2020
Designing Optimal Dynamic Treatment Regimes: A Causal Reinforcement Learning Approach ICML 2020
Unknown mixing times in apprenticeship and reinforcement learning UAI 2020