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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

Fast Bellman Updates for Wasserstein Distributionally Robust MDPs NIPS 2023
Policy Optimization in a Noisy Neighborhood: On Return Landscapes in Continuous Control NIPS 2023
A Novel Framework for Policy Mirror Descent with General Parameterization and Linear Convergence NIPS 2023
Learning World Models with Identifiable Factorization NIPS 2023
Continual Learning for Instruction Following from Realtime Feedback NIPS 2023
RePreM: Representation Pre-training with Masked Model for Reinforcement Learning AAAI 2023
State Regularized Policy Optimization on Data with Dynamics Shift NIPS 2023
Probabilistic Inference in Reinforcement Learning Done Right NIPS 2023
Optimistic Exploration in Reinforcement Learning Using Symbolic Model Estimates NIPS 2023
Uncertainty Estimation for Safety-critical Scene Segmentation via Fine-grained Reward Maximization NIPS 2023
Contrastive Modules with Temporal Attention for Multi-Task Reinforcement Learning NIPS 2023
Recent Developments in Data-Driven Algorithms for Discrete Optimization AAAI 2023
Soft Action Priors: Towards Robust Policy Transfer AAAI 2023
Goal-Conditioned Generators of Deep Policies AAAI 2023
Learning Noise-Induced Reward Functions for Surpassing Demonstrations in Imitation Learning AAAI 2023
Leveraging Modality-Specific Representations for Audio-Visual Speech Recognition via Reinforcement Learning AAAI 2023
Preference-Controlled Multi-Objective Reinforcement Learning for Conditional Text Generation AAAI 2023
Cogito Ergo Summ: Abstractive Summarization of Biomedical Papers via Semantic Parsing Graphs and Consistency Rewards AAAI 2023
Learning Compositional Tasks from Language Instructions AAAI 2023
A Study on Annotation Interfaces for Summary Comparison ACL 2023
SINAI at RadSum23: Radiology Report Summarization Based on Domain-Specific Sequence-To-Sequence Transformer Model ACL 2023
Adaptive Ordered Information Extraction with Deep Reinforcement Learning ACL 2023
GeoDRL: A Self-Learning Framework for Geometry Problem Solving using Reinforcement Learning in Deductive Reasoning 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