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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

Logarithmic Regret for Reinforcement Learning with Linear Function Approximation ICML 2021
Targeted Data Acquisition for Evolving Negotiation Agents ICML 2021
MURAL: Meta-Learning Uncertainty-Aware Rewards for Outcome-Driven Reinforcement Learning ICML 2021
Offline Contextual Bandits with Overparameterized Models ICML 2021
Adaptive Focus for Efficient Video Recognition ICCV 2021
BlockCopy: High-Resolution Video Processing With Block-Sparse Feature Propagation and Online Policies ICCV 2021
Partial Off-Policy Learning: Balance Accuracy and Diversity for Human-Oriented Image Captioning ICCV 2021
Auxiliary Tasks and Exploration Enable ObjectGoal Navigation ICCV 2021
DRIVE: Deep Reinforced Accident Anticipation With Visual Explanation ICCV 2021
Move2Hear: Active Audio-Visual Source Separation ICCV 2021
Context-Aware Scene Graph Generation With Seq2Seq Transformers ICCV 2021
GridToPix: Training Embodied Agents With Minimal Supervision ICCV 2021
Reinforced Multi-Teacher Selection for Knowledge Distillation AAAI 2021
Policy Caches with Successor Features ICML 2021
Interactive Learning from Activity Description ICML 2021
RRL: Resnet as representation for Reinforcement Learning ICML 2021
Structured World Belief for Reinforcement Learning in POMDP ICML 2021
Shortest-Path Constrained Reinforcement Learning for Sparse Reward Tasks ICML 2021
Causal Curiosity: RL Agents Discovering Self-supervised Experiments for Causal Representation Learning ICML 2021
Decoupling Representation Learning from Reinforcement Learning ICML 2021
Not All Memories are Created Equal: Learning to Forget by Expiring ICML 2021
Reinforcement Learning for Cost-Aware Markov Decision Processes ICML 2021
REPAINT: Knowledge Transfer in Deep Reinforcement Learning ICML 2021
Quantum algorithms for reinforcement learning with a generative model ICML 2021
Reinforcement Learning with Prototypical Representations ICML 2021