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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

Modelling Sentence Pairs via Reinforcement Learning: An Actor-Critic Approach to Learn the Irrelevant Words AAAI 2020
Partner Selection for the Emergence of Cooperation in Multi-Agent Systems Using Reinforcement Learning AAAI 2020
Crowdfunding Dynamics Tracking: A Reinforcement Learning Approach AAAI 2020
Reinforcement Learning Based Meta-Path Discovery in Large-Scale Heterogeneous Information Networks AAAI 2020
Metareasoning in Modular Software Systems: On-the-Fly Configuration Using Reinforcement Learning with Rich Contextual Representations AAAI 2020
Options of Interest: Temporal Abstraction with Interest Functions AAAI 2020
Generative Exploration and Exploitation AAAI 2020
Corpus-Level End-to-End Exploration for Interactive Systems AAAI 2020
Just Ask: An Interactive Learning Framework for Vision and Language Navigation AAAI 2020
A Learning Based Branch and Bound for Maximum Common Subgraph Related Problems AAAI 2020
Iteratively Questioning and Answering for Interpretable Legal Judgment Prediction AAAI 2020
Reinforcement-Learning Based Portfolio Management with Augmented Asset Movement Prediction States AAAI 2020
Template-Based Automatic Search of Compact Semantic Segmentation Architectures WACV 2020
Towards a Unified Framework for Visual Compatibility Prediction WACV 2020
Preference-Based Image Generation WACV 2020
Figure Captioning with Relation Maps for Reasoning WACV 2020
Spatial Action Maps for Mobile Manipulation RSS 2020
Learning Memory-Based Control for Human-Scale Bipedal Locomotion RSS 2020
LAVA: Latent Action Spaces via Variational Auto-encoding for Dialogue Policy Optimization COLING 2020
Ask to Learn: A Study on Curiosity-driven Question Generation COLING 2020
A Learning-Exploring Method to Generate Diverse Paraphrases with Multi-Objective Deep Reinforcement Learning COLING 2020
Exploring Question-Specific Rewards for Generating Deep Questions COLING 2020
Reinforced Multi-task Approach for Multi-hop Question Generation COLING 2020
Knowledge-enriched, Type-constrained and Grammar-guided Question Generation over Knowledge Bases COLING 2020
Combining Cognitive Modeling and Reinforcement Learning for Clarification in Dialogue COLING 2020