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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

Preferential Temporal Difference Learning ICML 2021
Low-Precision Reinforcement Learning: Running Soft Actor-Critic in Half Precision ICML 2021
Modularity in Reinforcement Learning via Algorithmic Independence in Credit Assignment ICML 2021
Variational Empowerment as Representation Learning for Goal-Conditioned Reinforcement Learning ICML 2021
Convex Regularization in Monte-Carlo Tree Search ICML 2021
Bilinear Classes: A Structural Framework for Provable Generalization in RL ICML 2021
Confidence-Budget Matching for Sequential Budgeted Learning ICML 2021
Self-Paced Context Evaluation for Contextual Reinforcement Learning ICML 2021
SECANT: Self-Expert Cloning for Zero-Shot Generalization of Visual Policies ICML 2021
PID Accelerated Value Iteration Algorithm ICML 2021
Risk-Sensitive Reinforcement Learning with Function Approximation: A Debiasing Approach ICML 2021
Provably Correct Optimization and Exploration with Non-linear Policies ICML 2021
Policy Information Capacity: Information-Theoretic Measure for Task Complexity in Deep Reinforcement Learning ICML 2021
Detecting Rewards Deterioration in Episodic Reinforcement Learning ICML 2021
Adversarial Policy Learning in Two-player Competitive Games ICML 2021
Diversity Actor-Critic: Sample-Aware Entropy Regularization for Sample-Efficient Exploration ICML 2021
Grounding Language to Entities and Dynamics for Generalization in Reinforcement Learning ICML 2021
Bootstrapping Fitted Q-Evaluation for Off-Policy Inference ICML 2021
Learning and Planning in Complex Action Spaces ICML 2021
Randomized Exploration in Reinforcement Learning with General Value Function Approximation ICML 2021
Prioritized Level Replay ICML 2021
RL Generalization in a Theory of Mind Game Through a Sleep Metaphor (Student Abstract) AAAI 2021
Efficient Poverty Mapping from High Resolution Remote Sensing Images AAAI 2021
Visual Comfort Aware-Reinforcement Learning for Depth Adjustment of Stereoscopic 3D Images AAAI 2021
FontRL: Chinese Font Synthesis via Deep Reinforcement Learning AAAI 2021