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reinforcement learning

4352 papers

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Also known as

RL REINFORCE

Co-occurring keywords

large language model (13587) policy learning (702) markov decision process (790) policy optimization (657) policy gradient (520) deep reinforcement learning (903) multi-agent system (1819) imitation learning (744) regret bound (1926) language model (4599)

Papers

ColdGANs: Taming Language GANs with Cautious Sampling Strategies NIPS 2020
Reinforcement Learning with Augmented Data NIPS 2020
TorsionNet: A Reinforcement Learning Approach to Sequential Conformer Search NIPS 2020
Meta-Learning through Hebbian Plasticity in Random Networks NIPS 2020
Provably Efficient Exploration for Reinforcement Learning Using Unsupervised Learning NIPS 2020
Vision-Language Navigation With Self-Supervised Auxiliary Reasoning Tasks CVPR 2020
Refactoring Policy for Compositional Generalizability using Self-Supervised Object Proposals NIPS 2020
SME-Net: Sparse Motion Estimation for Parametric Video Prediction Through Reinforcement Learning ICCV 2019
Generalization of Reinforcement Learners with Working and Episodic Memory NIPS 2019
Deep Reinforcement Learning-based Text Anonymization against Private-Attribute Inference EMNLP 2019
Recommendation as a Communication Game: Self-Supervised Bot-Play for Goal-oriented Dialogue EMNLP 2019
Reinforced Product Metadata Selection for Helpfulness Assessment of Customer Reviews EMNLP 2019
Park: An Open Platform for Learning-Augmented Computer Systems NIPS 2019
Finite-Time Performance Bounds and Adaptive Learning Rate Selection for Two Time-Scale Reinforcement Learning NIPS 2019
Generalization in Reinforcement Learning with Selective Noise Injection and Information Bottleneck NIPS 2019
A Family of Robust Stochastic Operators for Reinforcement Learning NIPS 2019
Deep Reinforcement Learning for Syntactic Error Repair in Student Programs AAAI 2019
How to Combine Tree-Search Methods in Reinforcement Learning AAAI 2019
Determinantal Reinforcement Learning AAAI 2019
Self-Supervised Mixture-of-Experts by Uncertainty Estimation AAAI 2019
IPOMDP-Net: A Deep Neural Network for Partially Observable Multi-Agent Planning Using Interactive POMDPs AAAI 2019
Learning to Embed Sentences Using Attentive Recursive Trees AAAI 2019
Switch-Based Active Deep Dyna-Q: Efficient Adaptive Planning for Task-Completion Dialogue Policy Learning AAAI 2019
Measurement Maximizing Adaptive Sampling with Risk Bounding Functions AAAI 2019
Using Semantic Similarity as Reward for Reinforcement Learning in Sentence Generation ACL 2019