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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

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
Regret Bounds for Markov Decision Processes with Recursive Optimized Certainty Equivalents ICML 2023
On the Power of Pre-training for Generalization in RL: Provable Benefits and Hardness ICML 2023
Adaptive Barrier Smoothing for First-Order Policy Gradient with Contact Dynamics ICML 2023
GeoDRL: A Self-Learning Framework for Geometry Problem Solving using Reinforcement Learning in Deductive Reasoning ACL 2023
On the Convergence of SARSA with Linear Function Approximation ICML 2023
Strategic Knowledge Transfer JMLR 2023
Recent Developments in Data-Driven Algorithms for Discrete Optimization AAAI 2023
Boosting Event Extraction with Denoised Structure-to-Text Augmentation ACL 2023
Correct-by-Construction Reinforcement Learning of Cardiac Pacemakers from Duration Calculus Requirements 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
Reward-machine-guided, self-paced reinforcement learning UAI 2023
Representation Learning in Deep RL via Discrete Information Bottleneck AISTATS 2023
Minimax-Bayes Reinforcement Learning AISTATS 2023
Reinforcement Learning from Passive Data via Latent Intentions ICML 2023
Neural Simulated Annealing AISTATS 2023
Provably Efficient Reinforcement Learning via Surprise Bound AISTATS 2023
Nearly Optimal Latent State Decoding in Block MDPs AISTATS 2023
Conformal Off-Policy Prediction AISTATS 2023