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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

Neural Collage Transfer: Artistic Reconstruction via Material Manipulation ICCV 2023
Representation Learning in Deep RL via Discrete Information Bottleneck AISTATS 2023
Minimax-Bayes Reinforcement Learning AISTATS 2023
Neural Simulated Annealing AISTATS 2023
Provably Efficient Reinforcement Learning via Surprise Bound AISTATS 2023
Recent Developments in Data-Driven Algorithms for Discrete Optimization AAAI 2023
Nearly Optimal Latent State Decoding in Block MDPs AISTATS 2023
Conformal Off-Policy Prediction AISTATS 2023
Group Distributionally Robust Reinforcement Learning with Hierarchical Latent Variables AISTATS 2023
One Policy is Enough: Parallel Exploration with a Single Policy is Near-Optimal for Reward-Free Reinforcement Learning AISTATS 2023
Coordinate Ascent for Off-Policy RL with Global Convergence Guarantees AISTATS 2023
A Tale of Two Efficient Value Iteration Algorithms for Solving Linear MDPs with Large Action Space AISTATS 2023
Sample Complexity of Kernel-Based Q-Learning AISTATS 2023
Transportation-Inequalities, Lyapunov Stability and Sampling for Dynamical Systems on Continuous State Space L4DC 2023
A Reinforcement Learning Look at Risk-Sensitive Linear Quadratic Gaussian Control L4DC 2023
Bootstrapped Representations in Reinforcement Learning ICML 2023
Warm-Start Actor-Critic: From Approximation Error to Sub-optimality Gap ICML 2023
Online Prototype Alignment for Few-shot Policy Transfer ICML 2023
A Reinforcement Learning Badminton Environment for Simulating Player Tactics (Student Abstract) AAAI 2023
SOREO: A System for Safe and Autonomous Drones Fleet Navigation with Reinforcement Learning AAAI 2023
Deep Anomaly Detection and Search via Reinforcement Learning (Student Abstract) AAAI 2023
Low Emission Building Control with Zero-Shot Reinforcement Learning AAAI 2023
Winning the CityLearn Challenge: Adaptive Optimization with Evolutionary Search under Trajectory-Based Guidance AAAI 2023
On the Challenges of Using Reinforcement Learning in Precision Drug Dosing: Delay and Prolongedness of Action Effects AAAI 2023
Help Me Heal: A Reinforced Polite and Empathetic Mental Health and Legal Counseling Dialogue System for Crime Victims AAAI 2023