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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

Reward based Hebbian Learning in Direct Feedback Alignment (Student Abstract) AAAI 2021
Automatic Curriculum Learning With Over-repetition Penalty for Dialogue Policy Learning AAAI 2021
Joint Semantic Analysis with Document-Level Cross-Task Coherence Rewards AAAI 2021
Minimax Regret Optimisation for Robust Planning in Uncertain Markov Decision Processes AAAI 2021
Learning Task-Distribution Reward Shaping with Meta-Learning AAAI 2021
Self-correcting Q-learning AAAI 2021
Augmenting Policy Learning with Routines Discovered from a Single Demonstration AAAI 2021
The Sample Complexity of Teaching by Reinforcement on Q-Learning AAAI 2021
Learning with Generated Teammates to Achieve Type-Free Ad-Hoc Teamwork IJCAI 2021
Transferable Dialogue Systems and User Simulators ACL 2021
Mitigating Bias in Session-based Cyberbullying Detection: A Non-Compromising Approach ACL 2021
Automated Concatenation of Embeddings for Structured Prediction ACL 2021
Search from History and Reason for Future: Two-stage Reasoning on Temporal Knowledge Graphs ACL 2021
Exploring Dynamic Selection of Branch Expansion Orders for Code Generation ACL 2021
THDA: Treasure Hunt Data Augmentation for Semantic Navigation ICCV 2021
Self-Motivated Communication Agent for Real-World Vision-Dialog Navigation ICCV 2021
PatchMatch-RL: Deep MVS With Pixelwise Depth, Normal, and Visibility ICCV 2021
Reinforcement Learning for Abstractive Question Summarization with Question-aware Semantic Rewards ACL 2021
Efficient Text-based Reinforcement Learning by Jointly Leveraging State and Commonsense Graph Representations ACL 2021
LOA: Logical Optimal Actions for Text-based Interaction Games ACL 2021
Turn-Level User Satisfaction Estimation in E-commerce Customer Service ACL 2021
A Proposal: Interactively Learning to Summarise Timelines by Reinforcement Learning ACL 2021
RewardsOfSum: Exploring Reinforcement Learning Rewards for Summarisation ACL 2021
Modeling Document-Level Context for Event Detection via Important Context Selection EMNLP 2021
Multi-granularity Textual Adversarial Attack with Behavior Cloning EMNLP 2021