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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

Search from History and Reason for Future: Two-stage Reasoning on Temporal Knowledge Graphs IJCNLP 2021
Exploring Dynamic Selection of Branch Expansion Orders for Code Generation IJCNLP 2021
Language Model Augmented Relevance Score IJCNLP 2021
Accelerating Quadratic Optimization with Reinforcement Learning NIPS 2021
Interactive Machine Comprehension with Dynamic Knowledge Graphs EMNLP 2021
Learning Domain Invariant Representations in Goal-conditioned Block MDPs NIPS 2021
Nearly Minimax Optimal Reinforcement Learning for Discounted MDPs NIPS 2021
Reinforcement Learning Enhanced Explainer for Graph Neural Networks NIPS 2021
Symbolic Regression via Deep Reinforcement Learning Enhanced Genetic Programming Seeding NIPS 2021
Learning to Synthesize Programs as Interpretable and Generalizable Policies NIPS 2021
TODS: An Automated Time Series Outlier Detection System AAAI 2021
Beyond Value-Function Gaps: Improved Instance-Dependent Regret Bounds for Episodic Reinforcement Learning NIPS 2021
Flow Network based Generative Models for Non-Iterative Diverse Candidate Generation NIPS 2021
Feedback Attribution for Counterfactual Bandit Learning in Multi-Domain Spoken Language Understanding EMNLP 2021
A Novel Mountain Driving Unity Simulated Environment for Autonomous Vehicles AAAI 2021
EasyRL: A Simple and Extensible Reinforcement Learning Framework AAAI 2021
Neuro-Symbolic Techniques for Description Logic Reasoning (Student Abstract) AAAI 2021
Deep Reinforcement Learning for a Dictionary Based Compression Schema (Student Abstract) AAAI 2021
Reinforcement Based Learning on Classification Task Yields Better Generalization and Adversarial Accuracy (Student Abstract) AAAI 2021
Robotic Manipulation with Reinforcement Learning, State Representation Learning, and Imitation Learning (Student Abstract) AAAI 2021
Applied Machine Learning for Games: A Graduate School Course AAAI 2021
Introduction to Machine Learning with Robots and Playful Learning AAAI 2021
Reinforcement Learning-based Product Delivery Frequency Control AAAI 2021
Mitigating Political Bias in Language Models through Reinforced Calibration AAAI 2021
Retrieve and Revise: Improving Peptide Identification with Similar Mass Spectra AAAI 2021