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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

Explicit Planning for Efficient Exploration in Reinforcement Learning NIPS 2019
A Regularized Approach to Sparse Optimal Policy in Reinforcement Learning NIPS 2019
Fully Convolutional Network with Multi-Step Reinforcement Learning for Image Processing AAAI 2019
Provably Efficient Q-learning with Function Approximation via Distribution Shift Error Checking Oracle NIPS 2019
Policy Continuation with Hindsight Inverse Dynamics NIPS 2019
Generation of Policy-Level Explanations for Reinforcement Learning AAAI 2019
Efficiently Combining Human Demonstrations and Interventions for Safe Training of Autonomous Systems in Real-Time AAAI 2019
Unsupervised Controllable Text Formalization AAAI 2019
ShrinkML: End-to-End ASR Model Compression Using Reinforcement Learning INTERSPEECH 2019
Reinforcement Learning for Improved Low Resource Dialogue Generation AAAI 2019
Playing by the Book: An Interactive Game Approach for Action Graph Extraction from Text NAACL 2019
Task Agnostic Meta-Learning for Few-Shot Learning CVPR 2019
Meta-Learning Convolutional Neural Architectures for Multi-Target Concrete Defect Classification With the COncrete DEfect BRidge IMage Dataset CVPR 2019
Seeded self-play for language learning EMNLP 2019
Learning to request guidance in emergent language EMNLP 2019
Reinforcement-based denoising of distantly supervised NER with partial annotation EMNLP 2019
Answer-Supervised Question Reformulation for Enhancing Conversational Machine Comprehension EMNLP 2019
Transfer in Deep Reinforcement Learning Using Knowledge Graphs EMNLP 2019
Generalization in Generation: A closer look at Exposure Bias EMNLP 2019
Provably efficient RL with Rich Observations via Latent State Decoding ICML 2019
Fast Neural Architecture Search of Compact Semantic Segmentation Models via Auxiliary Cells CVPR 2019
When to use parametric models in reinforcement learning? NIPS 2019
Successor Uncertainties: Exploration and Uncertainty in Temporal Difference Learning NIPS 2019
A Theory of State Abstraction for Reinforcement Learning AAAI 2019
Finite-Sample Analysis for SARSA with Linear Function Approximation NIPS 2019