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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

SUPERT: Towards New Frontiers in Unsupervised Evaluation Metrics for Multi-Document Summarization ACL 2020
Slot-consistent NLG for Task-oriented Dialogue Systems with Iterative Rectification Network ACL 2020
Incremental Text to Speech for Neural Sequence-to-Sequence Models Using Reinforcement Learning INTERSPEECH 2020
Stochastic Curiosity Exploration for Dialogue Systems INTERSPEECH 2020
Prototypical Q Networks for Automatic Conversational Diagnosis and Few-Shot New Disease Adaption INTERSPEECH 2020
Sound-Image Grounding Based Focusing Mechanism for Efficient Automatic Spoken Language Acquisition INTERSPEECH 2020
A Machine of Few Words: Interactive Speaker Recognition with Reinforcement Learning INTERSPEECH 2020
On the Convergence of Model Free Learning in Mean Field Games AAAI 2020
Uncertainty-Aware Action Advising for Deep Reinforcement Learning Agents AAAI 2020
Gamma-Nets: Generalizing Value Estimation over Timescale AAAI 2020
How Should an Agent Practice? AAAI 2020
An Intrinsically-Motivated Approach for Learning Highly Exploring and Fast Mixing Policies AAAI 2020
Google Research Football: A Novel Reinforcement Learning Environment AAAI 2020
Exploratory Combinatorial Optimization with Reinforcement Learning AAAI 2020
Towards General and Autonomous Learning of Core Skills: A Case Study in Locomotion CORL 2020
Learning Arbitrary-Goal Fabric Folding with One Hour of Real Robot Experience CORL 2020
Robust Policies via Mid-Level Visual Representations: An Experimental Study in Manipulation and Navigation CORL 2020
MRI Reconstruction with Interpretable Pixel-Wise Operations Using Reinforcement Learning AAAI 2020
Rethinking Supervised Learning and Reinforcement Learning in Task-Oriented Dialogue Systems EMNLP 2020
Reinforcement Learning with Imbalanced Dataset for Data-to-Text Medical Report Generation EMNLP 2020
RMM: A Recursive Mental Model for Dialogue Navigation EMNLP 2020
Learning to Stop: A Simple yet Effective Approach to Urban Vision-Language Navigation EMNLP 2020
Learning to summarize with human feedback NIPS 2020
Inferring learning rules from animal decision-making NIPS 2020
Memory Based Trajectory-conditioned Policies for Learning from Sparse Rewards NIPS 2020