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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

Randomized Value Functions via Multiplicative Normalizing Flows UAI 2019
Epsilon-BMC: A Bayesian Ensemble Approach to Epsilon-Greedy Exploration in Model-Free Reinforcement Learning UAI 2019
Approximate Relative Value Learning for Average-reward Continuous State MDPs UAI 2019
P3O: Policy-on Policy-off Policy Optimization UAI 2019
Co-training for Policy Learning UAI 2019
ACE: An Actor Ensemble Algorithm for Continuous Control with Tree Search AAAI 2019
Social Reinforcement Learning to Combat Fake News Spread UAI 2019
Patchwork: A Patch-Wise Attention Network for Efficient Object Detection and Segmentation in Video Streams ICCV 2019
AM-LFS: AutoML for Loss Function Search ICCV 2019
Fake It Till You Make It: Learning-Compatible Performance Support UAI 2019
A Tighter Analysis of Randomised Policy Iteration UAI 2019
Simultaneously Learning Vision and Feature-Based Control Policies for Real-World Ball-In-A-Cup RSS 2019
Orthogonal Estimation of Wasserstein Distances AISTATS 2019
Generating Classical Chinese Poems from Vernacular Chinese IJCNLP 2019
An Improved Convergence Analysis of Stochastic Variance-Reduced Policy Gradient UAI 2019
End-To-End Robotic Reinforcement Learning without Reward Engineering RSS 2019
Hierarchically Structured Reinforcement Learning for Topically Coherent Visual Story Generation AAAI 2019
Certified Adversarial Robustness for Deep Reinforcement Learning CORL 2019
Worst Cases Policy Gradients CORL 2019
Learning to Navigate Using Mid-Level Visual Priors CORL 2019
Bayesian Optimization in Variational Latent Spaces with Dynamic Compression CORL 2019
Leveraging exploration in off-policy algorithms via normalizing flows CORL 2019
On-Policy Robot Imitation Learning from a Converging Supervisor CORL 2019
Unsupervised Learning of Object Keypoints for Perception and Control NIPS 2019
Mapping State Space using Landmarks for Universal Goal Reaching NIPS 2019