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reinforcement learning

4352 papers

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Also known as

RL REINFORCE

Co-occurring keywords

large language model (13587) policy learning (702) markov decision process (790) policy optimization (657) policy gradient (520) deep reinforcement learning (903) multi-agent system (1819) imitation learning (744) regret bound (1926) language model (4599)

Papers

Value Pursuit Iteration NIPS 2012
Algorithms for Learning Markov Field Policies NIPS 2012
On Stochastic Optimal Control and Reinforcement Learning by Approximate Inference RSS 2012
Autonomous Exploration For Navigating In MDPs COLT 2012
Transfer in Reinforcement Learning via Shared Features JMLR 2012
Sketch-Based Linear Value Function Approximation NIPS 2012
Non-parametric Approximate Dynamic Programming via the Kernel Method NIPS 2012
Neurally Plausible Reinforcement Learning of Working Memory Tasks NIPS 2012
Learned Prioritization for Trading Off Accuracy and Speed NIPS 2012
Weighted Likelihood Policy Search with Model Selection NIPS 2012
Hierarchical Optimistic Region Selection driven by Curiosity NIPS 2012
Timely Object Recognition NIPS 2012
Reducing Conservativeness in Safety Guarantees by Learning Disturbances Online: Iterated Guaranteed Safe Online Learning RSS 2012
Learning Partially Observable Models Using Temporally Abstract Decision Trees NIPS 2012
Tendon-Driven Variable Impedance Control Using Reinforcement Learning RSS 2012
Optimistic planning for Markov decision processes AISTATS 2012
Online Regret Bounds for Undiscounted Continuous Reinforcement Learning NIPS 2012
On the Use of Non-Stationary Policies for Stationary Infinite-Horizon Markov Decision Processes NIPS 2012
Risk Aversion in Markov Decision Processes via Near Optimal Chernoff Bounds NIPS 2012
Imitation Learning by Coaching NIPS 2012
A Bayesian Approach for Policy Learning from Trajectory Preference Queries NIPS 2012
Regularized Off-Policy TD-Learning NIPS 2012
Environmental statistics and the trade-off between model-based and TD learning in humans NIPS 2011
Clustering via Dirichlet Process Mixture Models for Portable Skill Discovery NIPS 2011
Monte Carlo Value Iteration with Macro-Actions NIPS 2011