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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

Using a Logarithmic Mapping to Enable Lower Discount Factors in Reinforcement Learning NIPS 2019
Budgeted Policy Learning for Task-Oriented Dialogue Systems ACL 2019
An Imitation Learning Approach to Unsupervised Parsing ACL 2019
Retrieving Sequential Information for Non-Autoregressive Neural Machine Translation ACL 2019
Inferential Machine Comprehension: Answering Questions by Recursively Deducing the Evidence Chain from Text ACL 2019
Historical Text Normalization with Delayed Rewards ACL 2019
Goal-Driven Sequential Data Abstraction ICCV 2019
Imitation Learning from Observations by Minimizing Inverse Dynamics Disagreement NIPS 2019
Guided Meta-Policy Search NIPS 2019
Querying NoSQL with Deep Learning to Answer Natural Language Questions AAAI 2019
A Composable Specification Language for Reinforcement Learning Tasks NIPS 2019
Episodic Memory Reader: Learning What to Remember for Question Answering from Streaming Data ACL 2019
Evaluating and Enhancing the Robustness of Dialogue Systems: A Case Study on a Negotiation Agent NAACL 2019
Propagating Uncertainty in Reinforcement Learning via Wasserstein Barycenters NIPS 2019
Near-Optimal Reinforcement Learning in Dynamic Treatment Regimes NIPS 2019
Fast Efficient Hyperparameter Tuning for Policy Gradient Methods NIPS 2019
Learning Generalizable Device Placement Algorithms for Distributed Machine Learning NIPS 2019
Strategic Tasks for Explainable Reinforcement Learning AAAI 2019
Goal-conditioned Imitation Learning NIPS 2019
Learning Transferable Graph Exploration NIPS 2019
Staying up to Date with Online Content Changes Using Reinforcement Learning for Scheduling NIPS 2019
Finite-time Analysis of Approximate Policy Iteration for the Linear Quadratic Regulator NIPS 2019
Multi-View Reinforcement Learning NIPS 2019
Privacy-Preserving Q-Learning with Functional Noise in Continuous Spaces NIPS 2019
Keeping Your Distance: Solving Sparse Reward Tasks Using Self-Balancing Shaped Rewards NIPS 2019