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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

Regularized Policy Gradients: Direct Variance Reduction in Policy Gradient Estimation ACML 2015
Non-Stationary Approximate Modified Policy Iteration ICML 2015
Universal Value Function Approximators ICML 2015
Rationality, Optimism and Guarantees in General Reinforcement Learning JMLR 2015
RLPy: A Value-Function-Based Reinforcement Learning Framework for Education and Research JMLR 2015
Weight Uncertainty in Neural Network ICML 2015
Improved Regret Bounds for Undiscounted Continuous Reinforcement Learning ICML 2015
Trust Region Policy Optimization ICML 2015
Difference of Convex Functions Programming for Reinforcement Learning NIPS 2014
Reinforcement learning with value advice ACML 2014
State Representation Learning in Robotics: Using Prior Knowledge about Physical Interaction RSS 2014
True Online TD(lambda) ICML 2014
PAC-inspired Option Discovery in Lifelong Reinforcement Learning ICML 2014
A new Q(lambda) with interim forward view and Monte Carlo equivalence ICML 2014
Time-Regularized Interrupting Options (TRIO) ICML 2014
A Physics-Based Model Prior for Object-Oriented MDPs ICML 2014
Online Multi-Task Learning for Policy Gradient Methods ICML 2014
Deep Learning for Real-Time Atari Game Play Using Offline Monte-Carlo Tree Search Planning NIPS 2014
Universal Option Models NIPS 2014
Bayes-Adaptive Simulation-based Search with Value Function Approximation NIPS 2014
How hard is my MDP?" The distribution-norm to the rescue" NIPS 2014
Design Principles of the Hippocampal Cognitive Map NIPS 2014
Recurrent Models of Visual Attention NIPS 2014
RAAM: The Benefits of Robustness in Approximating Aggregated MDPs in Reinforcement Learning NIPS 2014
Reinforcement Learning for Closed-Loop Propofol Anesthesia: A Study in Human Volunteers JMLR 2014