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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

Off-policy Evaluation in Infinite-Horizon Reinforcement Learning with Latent Confounders AISTATS 2021
On the Linear Convergence of Policy Gradient Methods for Finite MDPs AISTATS 2021
Reinforcement Learning for Mean Field Games with Strategic Complementarities AISTATS 2021
Reinforcement Learning for Constrained Markov Decision Processes AISTATS 2021
Explore the Context: Optimal Data Collection for Context-Conditional Dynamics Models AISTATS 2021
A Kernel-Based Approach to Non-Stationary Reinforcement Learning in Metric Spaces AISTATS 2021
Logistic Q-Learning AISTATS 2021
A Review of Robot Learning for Manipulation: Challenges, Representations, and Algorithms JMLR 2021
Auxiliary Tasks for Efficient Learning of Point-Goal Navigation WACV 2021
Adaptive Streaming of 360-Degree Videos With Reinforcement Learning WACV 2021
Adversarial Reinforcement Learning for Unsupervised Domain Adaptation WACV 2021
Auto-Navigator: Decoupled Neural Architecture Search for Visual Navigation WACV 2021
Optimistic Agent: Accurate Graph-Based Value Estimation for More Successful Visual Navigation WACV 2021
Improving Pretrained Models for Zero-shot Multi-label Text Classification through Reinforced Label Hierarchy Reasoning NAACL 2021
Semi-Supervised Policy Initialization for Playing Games with Language Hints NAACL 2021
How to Motivate Your Dragon: Teaching Goal-Driven Agents to Speak and Act in Fantasy Worlds NAACL 2021
Revisiting the Weaknesses of Reinforcement Learning for Neural Machine Translation NAACL 2021
Imperfect also Deserves Reward: Multi-Level and Sequential Reward Modeling for Better Dialog Management NAACL 2021
ER-AE: Differentially Private Text Generation for Authorship Anonymization NAACL 2021
Improving Factual Completeness and Consistency of Image-to-Text Radiology Report Generation NAACL 2021
TR-BERT: Dynamic Token Reduction for Accelerating BERT Inference NAACL 2021
ReinforceBug: A Framework to Generate Adversarial Textual Examples NAACL 2021
Ad Headline Generation using Self-Critical Masked Language Model NAACL 2021
Megaverse: Simulating Embodied Agents at One Million Experiences per Second ICML 2021
Unsupervised Skill Discovery with Bottleneck Option Learning ICML 2021