reinforcement learning

4122 papers

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Also known as

RLVR HARL GRPO RL PPO REINFORCE RFT DRL RL NULL LQR RLHF

Co-occurring keywords

large language model (12755) policy learning (699) markov decision process (788) policy gradient (518) policy optimization (630) deep reinforcement learning (903) multi-agent system (1743) imitation learning (741) regret bound (1918) language model (4573)

Papers

Policy Optimization with Demonstrations ICML 2018

Accurate Uncertainties for Deep Learning Using Calibrated Regression ICML 2018

Deep Reinforcement Learning in Continuous Action Spaces: a Case Study in the Game of Simulated Curling ICML 2018

RLlib: Abstractions for Distributed Reinforcement Learning ICML 2018

Configurable Markov Decision Processes ICML 2018

Smoothed Action Value Functions for Learning Gaussian Policies ICML 2018

The Uncertainty Bellman Equation and Exploration ICML 2018

Reinforcement Learning with Function-Valued Action Spaces for Partial Differential Equation Control ICML 2018

Stochastic Variance-Reduced Policy Gradient ICML 2018

Time Limits in Reinforcement Learning ICML 2018

Learning by Playing Solving Sparse Reward Tasks from Scratch ICML 2018

Least-Squares Temporal Difference Learning for the Linear Quadratic Regulator ICML 2018

The Mirage of Action-Dependent Baselines in Reinforcement Learning ICML 2018

Programmatically Interpretable Reinforcement Learning ICML 2018

Learning to Explore via Meta-Policy Gradient ICML 2018

Policy Optimization as Wasserstein Gradient Flows ICML 2018

Learning Intelligent Dialogs for Bounding Box Annotation CVPR 2018

CCNet: Cluster-Coordinated Net for Learning Multi-agent Communication Protocols with Reinforcement Learning ACML 2018

A2-RL: Aesthetics Aware Reinforcement Learning for Image Cropping CVPR 2018

Learning Deep Sketch Abstraction CVPR 2018

Multi-Shot Pedestrian Re-Identification via Sequential Decision Making CVPR 2018

FFNet: Video Fast-Forwarding via Reinforcement Learning CVPR 2018

Learning to Exploit Stability for 3D Scene Parsing NIPS 2018

Goal-Oriented Chatbot Dialog Management Bootstrapping with Transfer Learning IJCAI 2018

High-Fidelity Simulated Players for Interactive Narrative Planning IJCAI 2018