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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

AvE: Assistance via Empowerment NIPS 2020
Continual Learning of Control Primitives : Skill Discovery via Reset-Games NIPS 2020
Neural Dynamic Policies for End-to-End Sensorimotor Learning NIPS 2020
Policy Improvement via Imitation of Multiple Oracles NIPS 2020
Improving GAN Training with Probability Ratio Clipping and Sample Reweighting NIPS 2020
Reinforcement Learning with General Value Function Approximation: Provably Efficient Approach via Bounded Eluder Dimension NIPS 2020
Neurosymbolic Reinforcement Learning with Formally Verified Exploration NIPS 2020
Improving Generalization in Reinforcement Learning with Mixture Regularization NIPS 2020
One Solution is Not All You Need: Few-Shot Extrapolation via Structured MaxEnt RL NIPS 2020
Reinforced Molecular Optimization with Neighborhood-Controlled Grammars NIPS 2020
CoinDICE: Off-Policy Confidence Interval Estimation NIPS 2020
RD$^2$: Reward Decomposition with Representation Decomposition NIPS 2020
Instance-based Generalization in Reinforcement Learning NIPS 2020
Task-agnostic Exploration in Reinforcement Learning NIPS 2020
Sample Efficient Reinforcement Learning via Low-Rank Matrix Estimation NIPS 2020
Leverage the Average: an Analysis of KL Regularization in Reinforcement Learning NIPS 2020
DISK: Learning local features with policy gradient NIPS 2020
Provably Efficient Online Hyperparameter Optimization with Population-Based Bandits NIPS 2020
What Did You Think Would Happen? Explaining Agent Behaviour through Intended Outcomes NIPS 2020
R-learning in actor-critic model offers a biologically relevant mechanism for sequential decision-making NIPS 2020
ColdGANs: Taming Language GANs with Cautious Sampling Strategies NIPS 2020
Reinforcement Learning with Augmented Data NIPS 2020
TorsionNet: A Reinforcement Learning Approach to Sequential Conformer Search NIPS 2020
Meta-Learning through Hebbian Plasticity in Random Networks NIPS 2020
Provably Efficient Exploration for Reinforcement Learning Using Unsupervised Learning NIPS 2020