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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

Exploring with Sticky Mittens: Reinforcement Learning with Expert Interventions via Option Templates CORL 2022
Don’t Start From Scratch: Leveraging Prior Data to Automate Robotic Reinforcement Learning CORL 2022
Leveraging Fully Observable Policies for Learning under Partial Observability CORL 2022
PI-QT-Opt: Predictive Information Improves Multi-Task Robotic Reinforcement Learning at Scale CORL 2022
In-Hand Object Rotation via Rapid Motor Adaptation CORL 2022
Sim-to-Real via Sim-to-Seg: End-to-end Off-road Autonomous Driving Without Real Data CORL 2022
AdaCat: Adaptive categorical discretization for autoregressive models UAI 2022
Reinforcement Learning For Sepsis Treatment: A Continuous Action Space Solution MLHC 2022
KCRL: A Prior Knowledge Based Causal Discovery Framework with Reinforcement Learning MLHC 2022
Learning Causal Overhypotheses through Exploration in Children and Computational Models CLEAR 2022
Efficient Reinforcement Learning with Prior Causal Knowledge CLEAR 2022
Can Humans Be out of the Loop? CLEAR 2022
Non-Uniform Adversarially Robust Pruning AUTOML 2022
Bayesian Generational Population-Based Training AUTOML 2022
Differentiable Architecture Search for Reinforcement Learning AUTOML 2022
Learning to Grasp the Ungraspable with Emergent Extrinsic Dexterity CORL 2022
Deep Whole-Body Control: Learning a Unified Policy for Manipulation and Locomotion CORL 2022
Training Robots to Evaluate Robots: Example-Based Interactive Reward Functions for Policy Learning CORL 2022
A Piecewise Learning Framework for Control of Unknown Nonlinear Systems with Stability Guarantees L4DC 2022
Neural Gaits: Learning Bipedal Locomotion via Control Barrier Functions and Zero Dynamics Policies L4DC 2022
PoseTriplet: Co-Evolving 3D Human Pose Estimation, Imitation, and Hallucination Under Self-Supervision CVPR 2022
Interactive Reinforcement Learning for Symbolic Regression from Multi-Format Human-Preference Feedbacks IJCAI 2022
VMAgent: A Practical Virtual Machine Scheduling Platform IJCAI 2022
Federated Reinforcement Learning with Environment Heterogeneity AISTATS 2022
Gap-Dependent Bounds for Two-Player Markov Games AISTATS 2022