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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

Solving Stochastic Games NIPS 2009
Policy search via the signed derivative RSS 2009
Training Factor Graphs with Reinforcement Learning for Efficient MAP Inference NIPS 2009
Learning to Explore and Exploit in POMDPs NIPS 2009
Convergent Temporal-Difference Learning with Arbitrary Smooth Function Approximation NIPS 2009
Improving Existing Fault Recovery Policies NIPS 2009
A Generalized Natural Actor-Critic Algorithm NIPS 2009
RL-Glue: Language-Independent Software for Reinforcement-Learning Experiments JMLR 2009
Hebbian Learning of Bayes Optimal Decisions NIPS 2008
Signal-to-Noise Ratio Analysis of Policy Gradient Algorithms NIPS 2008
Optimization on a Budget: A Reinforcement Learning Approach NIPS 2008
Near-optimal Regret Bounds for Reinforcement Learning NIPS 2008
A computational model of hippocampal function in trace conditioning NIPS 2008
Multi-resolution Exploration in Continuous Spaces NIPS 2008
Temporal Dynamics of Cognitive Control NIPS 2008
Regularized Policy Iteration NIPS 2008
Learning to Use Working Memory in Partially Observable Environments through Dopaminergic Reinforcement NIPS 2008
Accelerated Neural Evolution through Cooperatively Coevolved Synapses JMLR 2008
Goal-directed decision making in prefrontal cortex: a computational framework NIPS 2008
Biasing Approximate Dynamic Programming with a Lower Discount Factor NIPS 2008
Temporal Difference Based Actor Critic Learning - Convergence and Neural Implementation NIPS 2008
On the asymptotic equivalence between differential Hebbian and temporal difference learning using a local third factor NIPS 2008
Policy Search for Motor Primitives in Robotics NIPS 2008
Stress, noradrenaline, and realistic prediction of mouse behaviour using reinforcement learning NIPS 2008
Bounding Performance Loss in Approximate MDP Homomorphisms NIPS 2008