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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

A Reinforcement Learning Look at Risk-Sensitive Linear Quadratic Gaussian Control L4DC 2023
Efficient Model-Free Exploration in Low-Rank MDPs NIPS 2023
Exploiting Proximity-Aware Tasks for Embodied Social Navigation ICCV 2023
Maximum Entropy Population-Based Training for Zero-Shot Human-AI Coordination AAAI 2023
A Study on Annotation Interfaces for Summary Comparison ACL 2023
Abstract then Play: A Skill-centric Reinforcement Learning Framework for Text-based Games ACL 2023
Task-Optimized Adapters for an End-to-End Task-Oriented Dialogue System ACL 2023
GeoDRL: A Self-Learning Framework for Geometry Problem Solving using Reinforcement Learning in Deductive Reasoning ACL 2023
Learning Symbolic Rules over Abstract Meaning Representations for Textual Reinforcement Learning ACL 2023
Adaptive Ordered Information Extraction with Deep Reinforcement Learning ACL 2023
Composing Efficient, Robust Tests for Policy Selection UAI 2023
SINAI at RadSum23: Radiology Report Summarization Based on Domain-Specific Sequence-To-Sequence Transformer Model ACL 2023
Toward Efficient Gradient-Based Value Estimation ICML 2023
Unsupervised Skill Discovery for Learning Shared Structures across Changing Environments ICML 2023
Warm-Start Actor-Critic: From Approximation Error to Sub-optimality Gap ICML 2023
Distributional Offline Policy Evaluation with Predictive Error Guarantees ICML 2023
The Blessing of Heterogeneity in Federated Q-Learning: Linear Speedup and Beyond ICML 2023
Differentiable Sampling of Categorical Distributions Using the CatLog-Derivative Trick NIPS 2023
Generating Labeled Data for Relation Extraction: A Meta Learning Approach with Joint GPT-2 Training ACL 2023
Online Prototype Alignment for Few-shot Policy Transfer ICML 2023
Differentially Private Episodic Reinforcement Learning with Heavy-tailed Rewards ICML 2023
Utilizing Prior Solutions for Reward Shaping and Composition in Entropy-Regularized Reinforcement Learning AAAI 2023
Enhancing Educational Dialogues: A Reinforcement Learning Approach for Generating AI Teacher Responses ACL 2023
Aligning Factual Consistency for Clinical Studies Summarization through Reinforcement Learning ACL 2023
Generating Dialog Responses with Specified Grammatical Items for Second Language Learning ACL 2023