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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

First-Order Regret in Reinforcement Learning with Linear Function Approximation: A Robust Estimation Approach ICML 2022
Consensus Multiplicative Weights Update: Learning to Learn using Projector-based Game Signatures ICML 2022
Biased Gradient Estimate with Drastic Variance Reduction for Meta Reinforcement Learning ICML 2022
Sample-Efficient Reinforcement Learning with loglog(T) Switching Cost ICML 2022
EqR: Equivariant Representations for Data-Efficient Reinforcement Learning ICML 2022
Optimizing Tensor Network Contraction Using Reinforcement Learning ICML 2022
Transformer-based Objective-reinforced Generative Adversarial Network to Generate Desired Molecules IJCAI 2022
Towards Applicable Reinforcement Learning: Improving the Generalization and Sample Efficiency with Policy Ensemble IJCAI 2022
On the (In)Tractability of Reinforcement Learning for LTL Objectives IJCAI 2022
Value Refinement Network (VRN) IJCAI 2022
Understanding the Limits of Poisoning Attacks in Episodic Reinforcement Learning IJCAI 2022
A Reinforcement Learning-Informed Pattern Mining Framework for Multivariate Time Series Classification IJCAI 2022
Reinforcement Learning with Option Machines IJCAI 2022
Table2Graph: Transforming Tabular Data to Unified Weighted Graph IJCAI 2022
Feature and Instance Joint Selection: A Reinforcement Learning Perspective IJCAI 2022
AttExplainer: Explain Transformer via Attention by Reinforcement Learning IJCAI 2022
Fast and Fine-grained Autoscaler for Streaming Jobs with Reinforcement Learning IJCAI 2022
Exploring the Benefits of Teams in Multiagent Learning IJCAI 2022
Modelling the Dynamics of Multi-Agent Q-learning: The Stochastic Effects of Local Interaction and Incomplete Information IJCAI 2022
Socially Intelligent Genetic Agents for the Emergence of Explicit Norms IJCAI 2022
Query and Attention Augmentation for Knowledge-Based Explainable Reasoning CVPR 2022
Reinforced Structured State-Evolution for Vision-Language Navigation CVPR 2022
The Policy-gradient Placement and Generative Routing Neural Networks for Chip Design NIPS 2022
Composing Ci with Reinforced Non-autoregressive Text Generation EMNLP 2022
LobsDICE: Offline Learning from Observation via Stationary Distribution Correction Estimation NIPS 2022