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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

Finite-time theory for momentum Q-learning UAI 2021
Blind Bipedal Stair Traversal via Sim-to-Real Reinforcement Learning RSS 2021
Safety and Liveness Guarantees through Reach-Avoid Reinforcement Learning RSS 2021
RMP2: A Structured Composable Policy Class for Robot Learning RSS 2021
RMA: Rapid Motor Adaptation for Legged Robots RSS 2021
Contrastive Multi-document Question Generation EACL 2021
Improving Factual Consistency Between a Response and Persona Facts EACL 2021
ECOL-R: Encouraging Copying in Novel Object Captioning with Reinforcement Learning EACL 2021
Implicit Unlikelihood Training: Improving Neural Text Generation with Reinforcement Learning EACL 2021
Exploring Supervised and Unsupervised Rewards in Machine Translation EACL 2021
Exploiting Multimodal Reinforcement Learning for Simultaneous Machine Translation EACL 2021
Learning to Ask Conversational Questions by Optimizing Levenshtein Distance IJCNLP 2021
Transferable Dialogue Systems and User Simulators IJCNLP 2021
Mitigating Bias in Session-based Cyberbullying Detection: A Non-Compromising Approach IJCNLP 2021
Automated Concatenation of Embeddings for Structured Prediction IJCNLP 2021
Reinforcement Learning for Abstractive Question Summarization with Question-aware Semantic Rewards IJCNLP 2021
Efficient Text-based Reinforcement Learning by Jointly Leveraging State and Commonsense Graph Representations IJCNLP 2021
LOA: Logical Optimal Actions for Text-based Interaction Games IJCNLP 2021
Turn-Level User Satisfaction Estimation in E-commerce Customer Service IJCNLP 2021
A Proposal: Interactively Learning to Summarise Timelines by Reinforcement Learning IJCNLP 2021
Keep It Simple: Unsupervised Simplification of Multi-Paragraph Text IJCNLP 2021
Fully Gap-Dependent Bounds for Multinomial Logit Bandit AISTATS 2021
Adaptive Approximate Policy Iteration AISTATS 2021
Provable Hierarchical Imitation Learning via EM AISTATS 2021
Optimizing Percentile Criterion using Robust MDPs AISTATS 2021