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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

Temporal Difference Learning for Model Predictive Control ICML 2022
Contextual Information-Directed Sampling ICML 2022
Goal-oriented Vision-and-Dialog Navigation via Reinforcement Learning EMNLP 2022
Generating Multiple-Length Summaries via Reinforcement Learning for Unsupervised Sentence Summarization EMNLP 2022
Reinforced Question Rewriting for Conversational Question Answering EMNLP 2022
CONQRR: Conversational Query Rewriting for Retrieval with Reinforcement Learning EMNLP 2022
Rainier: Reinforced Knowledge Introspector for Commonsense Question Answering EMNLP 2022
RLPrompt: Optimizing Discrete Text Prompts with Reinforcement Learning EMNLP 2022
Red Teaming Language Models with Language Models EMNLP 2022
Nearly Minimax Optimal Reinforcement Learning with Linear Function Approximation ICML 2022
Action-Sufficient State Representation Learning for Control with Structural Constraints ICML 2022
Supervised Off-Policy Ranking ICML 2022
Large Batch Experience Replay ICML 2022
Reducing Variance in Temporal-Difference Value Estimation via Ensemble of Deep Networks ICML 2022
Distributionally Robust $Q$-Learning ICML 2022
Learning Stochastic Shortest Path with Linear Function Approximation ICML 2022
CtrlFormer: Learning Transferable State Representation for Visual Control via Transformer ICML 2022
The Importance of Non-Markovianity in Maximum State Entropy Exploration ICML 2022
Improved Regret for Differentially Private Exploration in Linear MDP ICML 2022
History Compression via Language Models in Reinforcement Learning ICML 2022
Offline Vehicle Routing Problem with Online Bookings: A Novel Problem Formulation with Applications to Paratransit IJCAI 2022
Evolving Curricula with Regret-Based Environment Design ICML 2022
Contrastive UCB: Provably Efficient Contrastive Self-Supervised Learning in Online Reinforcement Learning ICML 2022
Short-Term Plasticity Neurons Learning to Learn and Forget ICML 2022
Symmetric Machine Theory of Mind ICML 2022