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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

Preference-Controlled Multi-Objective Reinforcement Learning for Conditional Text Generation AAAI 2023
skrl: Modular and Flexible Library for Reinforcement Learning JMLR 2023
Eventual Discounting Temporal Logic Counterfactual Experience Replay ICML 2023
Cogito Ergo Summ: Abstractive Summarization of Biomedical Papers via Semantic Parsing Graphs and Consistency Rewards AAAI 2023
Recent Developments in Data-Driven Algorithms for Discrete Optimization AAAI 2023
Automatic Marketing Theme and Commodity Construction System for E-commerce EMNLP 2023
Remember what you did so you know what to do next EMNLP 2023
Strategic Knowledge Transfer JMLR 2023
PILLOW: Enhancing Efficient Instruction Fine-tuning via Prompt Matching EMNLP 2023
Increasing Impact of Mobile Health Programs: SAHELI for Maternal and Child Care AAAI 2023
Goal-Conditioned Q-learning as Knowledge Distillation AAAI 2023
Uniformly Conservative Exploration in Reinforcement Learning AISTATS 2023
Oracle-free Reinforcement Learning in Mean-Field Games along a Single Sample Path AISTATS 2023
Near-Optimal Differentially Private Reinforcement Learning AISTATS 2023
On The Convergence Of Policy Iteration-Based Reinforcement Learning With Monte Carlo Policy Evaluation AISTATS 2023
Multiple-policy High-confidence Policy Evaluation AISTATS 2023
Reinforcement Learning Enables Real-Time Planning and Control of Agile Maneuvers for Soft Robot Arms CORL 2023
Planning and Learning with Adaptive Lookahead AAAI 2023
Aligning Large Language Models through Synthetic Feedback EMNLP 2023
Representation Learning in Deep RL via Discrete Information Bottleneck AISTATS 2023
Minimax-Bayes Reinforcement Learning AISTATS 2023
Unlabeled Imperfect Demonstrations in Adversarial Imitation Learning AAAI 2023
SNeRL: Semantic-aware Neural Radiance Fields for Reinforcement Learning ICML 2023
Neural Simulated Annealing AISTATS 2023
Provably Efficient Reinforcement Learning via Surprise Bound AISTATS 2023