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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

Language Models are Few-Shot Butlers EMNLP 2021
Keyphrase Generation with Fine-Grained Evaluation-Guided Reinforcement Learning EMNLP 2021
Using Question Answering Rewards to Improve Abstractive Summarization EMNLP 2021
Exploiting Reasoning Chains for Multi-hop Science Question Answering EMNLP 2021
Rewards with Negative Examples for Reinforced Topic-Focused Abstractive Summarization EMNLP 2021
Bandits with partially observable confounded data UAI 2021
An Empowerment-based Solution to Robotic Manipulation Tasks with Sparse Rewards RSS 2021
Hierarchical Neural Dynamic Policies RSS 2021
Discovering Dialog Structure Graph for Coherent Dialog Generation IJCNLP 2021
Fourier Bases for Solving Permutation Puzzles AISTATS 2021
Sample Complexity Bounds for Two Timescale Value-based Reinforcement Learning Algorithms AISTATS 2021
Provably Safe PAC-MDP Exploration Using Analogies AISTATS 2021
Online Model Selection for Reinforcement Learning with Function Approximation AISTATS 2021
A New Representation of Successor Features for Transfer across Dissimilar Environments ICML 2021
Locally Persistent Exploration in Continuous Control Tasks with Sparse Rewards ICML 2021
Preferential Temporal Difference Learning ICML 2021
Low-Precision Reinforcement Learning: Running Soft Actor-Critic in Half Precision ICML 2021
Modularity in Reinforcement Learning via Algorithmic Independence in Credit Assignment ICML 2021
Variational Empowerment as Representation Learning for Goal-Conditioned Reinforcement Learning ICML 2021
Convex Regularization in Monte-Carlo Tree Search ICML 2021
Bilinear Classes: A Structural Framework for Provable Generalization in RL ICML 2021
Confidence-Budget Matching for Sequential Budgeted Learning ICML 2021
Self-Paced Context Evaluation for Contextual Reinforcement Learning ICML 2021
SECANT: Self-Expert Cloning for Zero-Shot Generalization of Visual Policies ICML 2021
PID Accelerated Value Iteration Algorithm ICML 2021