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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

Greedification Operators for Policy Optimization: Investigating Forward and Reverse KL Divergences JMLR 2022
Policy Gradient and Actor-Critic Learning in Continuous Time and Space: Theory and Algorithms JMLR 2022
On Instrumental Variable Regression for Deep Offline Policy Evaluation JMLR 2022
SporeAgent: Reinforced Scene-Level Plausibility for Object Pose Refinement WACV 2022
RLSS: A Deep Reinforcement Learning Algorithm for Sequential Scene Generation WACV 2022
D-Grasp: Physically Plausible Dynamic Grasp Synthesis for Hand-Object Interactions CVPR 2022
Finding Fallen Objects via Asynchronous Audio-Visual Integration CVPR 2022
Multi-Robot Active Mapping via Neural Bipartite Graph Matching CVPR 2022
ForeSI: Success-Aware Visual Navigation Agent WACV 2022
Is Mapping Necessary for Realistic PointGoal Navigation? CVPR 2022
DECORE: Deep Compression With Reinforcement Learning CVPR 2022
Habitat-Web: Learning Embodied Object-Search Strategies From Human Demonstrations at Scale CVPR 2022
Value Function Approximations via Kernel Embeddings for No-Regret Reinforcement Learning ACML 2022
Contrastive Inductive Bias Controlling Networks for Reinforcement Learning ACML 2022
Global-Aware Registration of Less-Overlap RGB-D Scans CVPR 2022
Channel Pruning via Lookahead Search Guided Reinforcement Learning WACV 2022
Intelligent Camera Selection Decisions for Target Tracking in a Camera Network WACV 2022
Efficient Learning for AlphaZero via Path Consistency ICML 2022
Toward Compositional Generalization in Object-Oriented World Modeling ICML 2022
Topology-Aware Network Pruning using Multi-stage Graph Embedding and Reinforcement Learning ICML 2022
Reward-Free RL is No Harder Than Reward-Aware RL in Linear Markov Decision Processes ICML 2022
First-Order Regret in Reinforcement Learning with Linear Function Approximation: A Robust Estimation Approach ICML 2022
Consensus Multiplicative Weights Update: Learning to Learn using Projector-based Game Signatures ICML 2022
Biased Gradient Estimate with Drastic Variance Reduction for Meta Reinforcement Learning ICML 2022
Sample-Efficient Reinforcement Learning with loglog(T) Switching Cost ICML 2022