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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

Look Harder: A Neural Machine Translation Model with Hard Attention ACL 2019
Sentence Mover’s Similarity: Automatic Evaluation for Multi-Sentence Texts ACL 2019
Neural Keyphrase Generation via Reinforcement Learning with Adaptive Rewards ACL 2019
Reinforced Dynamic Reasoning for Conversational Question Generation ACL 2019
Reinforced Training Data Selection for Domain Adaptation ACL 2019
Unsupervised Curricula for Visual Meta-Reinforcement Learning NIPS 2019
Trust Region-Guided Proximal Policy Optimization NIPS 2019
Off-Policy Evaluation via Off-Policy Classification NIPS 2019
Control What You Can: Intrinsically Motivated Task-Planning Agent NIPS 2019
Mirroring without Overimitation: Learning Functionally Equivalent Manipulation Actions AAAI 2019
Geometric Multi-Model Fitting by Deep Reinforcement Learning AAAI 2019
Large-Scale Interactive Recommendation with Tree-Structured Policy Gradient AAAI 2019
Human-Like Delicate Region Erasing Strategy for Weakly Supervised Detection AAAI 2019
Combined Reinforcement Learning via Abstract Representations AAAI 2019
Trust Region Evolution Strategies AAAI 2019
The Utility of Sparse Representations for Control in Reinforcement Learning AAAI 2019
Trainable Undersampling for Class-Imbalance Learning AAAI 2019
What and Where the Themes Dominate in Image AAAI 2019
Beyond Confidence Regions: Tight Bayesian Ambiguity Sets for Robust MDPs NIPS 2019
Planning with Goal-Conditioned Policies NIPS 2019
DualDICE: Behavior-Agnostic Estimation of Discounted Stationary Distribution Corrections NIPS 2019
A neurally plausible model learns successor representations in partially observable environments NIPS 2019
Towards Interpretable Reinforcement Learning Using Attention Augmented Agents NIPS 2019
Weight Agnostic Neural Networks NIPS 2019
Latent Structure Models for Natural Language Processing ACL 2019