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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

Unanswerable Question Correction in Question Answering over Personal Knowledge Base AAAI 2021
Reinforced History Backtracking for Conversational Question Answering AAAI 2021
Adaptive Prior-Dependent Correction Enhanced Reinforcement Learning for Natural Language Generation AAAI 2021
Combining Reinforcement Learning with Lin-Kernighan-Helsgaun Algorithm for the Traveling Salesman Problem AAAI 2021
Synthesis of Search Heuristics for Temporal Planning via Reinforcement Learning AAAI 2021
Successor Feature Sets: Generalizing Successor Representations Across Policies AAAI 2021
How RL Agents Behave When Their Actions Are Modified AAAI 2021
TripleTree: A Versatile Interpretable Representation of Black Box Agents and their Environments AAAI 2021
WCSAC: Worst-Case Soft Actor Critic for Safety-Constrained Reinforcement Learning AAAI 2021
Sample Complexity of Policy Gradient Finding Second-Order Stationary Points AAAI 2021
Non-asymptotic Convergence of Adam-type Reinforcement Learning Algorithms under Markovian Sampling AAAI 2021
Domain Adaptation In Reinforcement Learning Via Latent Unified State Representation AAAI 2021
Model Selection for Offline Reinforcement Learning: Practical Considerations for Healthcare Settings MLHC 2021
A Max-Min Entropy Framework for Reinforcement Learning NIPS 2021
Efficient Dialogue Complementary Policy Learning via Deep Q-network Policy and Episodic Memory Policy EMNLP 2021
Which Mutual-Information Representation Learning Objectives are Sufficient for Control? NIPS 2021
Semantic-guided Reinforced Region Embedding for Generalized Zero-Shot Learning AAAI 2021
Strategy and Benchmark for Converting Deep Q-Networks to Event-Driven Spiking Neural Networks AAAI 2021
Embodied Semantic Scene Graph Generation CORL 2021
To Beam Or Not To Beam: That is a Question of Cooperation for Language GANs NIPS 2021
Reinforcement Learning for Emotional Text-to-Speech Synthesis with Improved Emotion Discriminability INTERSPEECH 2021
PULNS: Positive-Unlabeled Learning with Effective Negative Sample Selector AAAI 2021
Reinforced Imitative Graph Representation Learning for Mobile User Profiling: An Adversarial Training Perspective AAAI 2021
Content Masked Loss: Human-Like Brush Stroke Planning in a Reinforcement Learning Painting Agent AAAI 2021
Queue-Learning: A Reinforcement Learning Approach for Providing Quality of Service AAAI 2021