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reinforcement learning

4122 papers

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Also known as

RL REINFORCE

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

Incremental Natural Actor-Critic Algorithms NIPS 2007
Temporal Difference Updating without a Learning Rate NIPS 2007
Fitted Q-iteration in continuous action-space MDPs NIPS 2007
Bayesian Policy Learning with Trans-Dimensional MCMC NIPS 2007
Optimistic Linear Programming gives Logarithmic Regret for Irreducible MDPs NIPS 2007
Exponential Family Predictive Representations of State NIPS 2007
Hierarchical Apprenticeship Learning with Application to Quadruped Locomotion NIPS 2007
Random Sampling of States in Dynamic Programming NIPS 2007
Stable Dual Dynamic Programming NIPS 2007
Scan Strategies for Meteorological Radars NIPS 2007
Linearly-solvable Markov decision problems NIPS 2006
Bayesian Policy Gradient Algorithms NIPS 2006
Action Elimination and Stopping Conditions for the Multi-Armed Bandit and Reinforcement Learning Problems JMLR 2006
Effects of Stress and Genotype on Meta-parameter Dynamics in Reinforcement Learning NIPS 2006
Logarithmic Online Regret Bounds for Undiscounted Reinforcement Learning NIPS 2006
An Application of Reinforcement Learning to Aerobatic Helicopter Flight NIPS 2006
The Robustness-Performance Tradeoff in Markov Decision Processes NIPS 2006
Natural Actor-Critic for Road Traffic Optimisation NIPS 2006
iLSTD: Eligibility Traces and Convergence Analysis NIPS 2006
Sample Complexity of Policy Search with Known Dynamics NIPS 2006
Learning Operational Space Control RSS 2006
Learning Rates for Q-learning JMLR 2003