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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

The Sensory Neuron as a Transformer: Permutation-Invariant Neural Networks for Reinforcement Learning NIPS 2021
Average-Reward Learning and Planning with Options NIPS 2021
Counterexample Guided RL Policy Refinement Using Bayesian Optimization NIPS 2021
Causal Influence Detection for Improving Efficiency in Reinforcement Learning NIPS 2021
Sample-Efficient Reinforcement Learning for Linearly-Parameterized MDPs with a Generative Model NIPS 2021
Optimal Policies Tend To Seek Power NIPS 2021
XDO: A Double Oracle Algorithm for Extensive-Form Games NIPS 2021
Learning State Representations from Random Deep Action-conditional Predictions NIPS 2021
RL for Latent MDPs: Regret Guarantees and a Lower Bound NIPS 2021
Active Offline Policy Selection NIPS 2021
Adaptive Ensemble Q-learning: Minimizing Estimation Bias via Error Feedback NIPS 2021
Why Generalization in RL is Difficult: Epistemic POMDPs and Implicit Partial Observability NIPS 2021
Reward is enough for convex MDPs NIPS 2021
Provable Model-based Nonlinear Bandit and Reinforcement Learning: Shelve Optimism, Embrace Virtual Curvature NIPS 2021
Is Bang-Bang Control All You Need? Solving Continuous Control with Bernoulli Policies NIPS 2021
Co-GAIL: Learning Diverse Strategies for Human-Robot Collaboration CORL 2021
ColorRL: Reinforced Coloring for End-to-End Instance Segmentation CVPR 2021
Bridging the Imitation Gap by Adaptive Insubordination NIPS 2021
Policy Learning Using Weak Supervision NIPS 2021
Explicable Reward Design for Reinforcement Learning Agents NIPS 2021
Local policy search with Bayesian optimization NIPS 2021
Safe Policy Optimization with Local Generalized Linear Function Approximations NIPS 2021
Reinforcement Learning based Disease Progression Model for Alzheimer’s Disease NIPS 2021
Search from History and Reason for Future: Two-stage Reasoning on Temporal Knowledge Graphs IJCNLP 2021
Exploring Dynamic Selection of Branch Expansion Orders for Code Generation IJCNLP 2021