uclaml / NeuralUCBLinks
☆44Updated 5 years ago
Alternatives and similar repositories for NeuralUCB
Users that are interested in NeuralUCB are comparing it to the libraries listed below
Sorting:
- Study NeuralUCB and regret analysis for contextual bandit with neural decision☆99Updated 3 years ago
- A collection of the pytorch implementation of neural bandit algorithm includes neuralUCB(Neural Contextual Bandits with UCB-based Explora…☆25Updated 4 months ago
- An official JAX-based code for our NeuraLCB paper, "Offline Neural Contextual Bandits: Pessimism, Optimization and Generalization", ICLR…☆13Updated 3 years ago
- In this notebook several classes of multi-armed bandits are implemented. This includes epsilon greedy, UCB, Linear UCB (Contextual bandit…☆89Updated 4 years ago
- Implementation of Optimal Auctions through Deep Learning☆133Updated 5 years ago
- Combinatorial Optimization with Graph Convolutional Networks and Guided Tree Search☆155Updated last year
- ☆132Updated last year
- Machine Learning for Combinatorial Optimization - NeurIPS'21 competition☆139Updated 3 years ago
- ☆25Updated 3 years ago
- ☆38Updated 6 years ago
- Learning to Perform Local Rewriting for Combinatorial Optimization☆152Updated 5 years ago
- Implementation of ECO-DQN as reported in "Exploratory Combinatorial Optimization with Reinforcement Learning".☆81Updated 5 years ago
- Learning to solve Minimum Vertex Cover using Graph Convolutional Networks and RL☆77Updated 6 years ago
- The repository archives papers regarding the combination of combinatorial optimization and machine learning and corresponding reading not…☆165Updated 5 years ago
- Deconfounding Reinforcement Learning in Observational Settings☆51Updated 6 years ago
- Code associated with the NeurIPS19 paper "Weighted Linear Bandits in Non-Stationary Environments"☆17Updated 6 years ago
- The submission template for the Learning to Dispatch and Reposition Competition @ KDD2020.☆92Updated 4 years ago
- ☆35Updated 2 years ago
- Official implementation of Learning The Pareto Front With HyperNetworks [ICLR 2021]☆105Updated 3 years ago
- PyTorch implementation of the paper "Deep Reinforcement Learning in Large Discrete Action Spaces" (Gabriel Dulac-Arnold, Richard Evans, H…☆71Updated 5 years ago
- Multi Type Mean Field Reinforcement Learning☆31Updated 3 years ago
- ☆106Updated 4 years ago
- Wolpertinger Training with DDPG (Pytorch), Deep Reinforcement Learning in Large Discrete Action Spaces. Multi-GPU/Singer-GPU/CPU compatib…☆65Updated 2 years ago
- SUNRISE: A Simple Unified Framework for Ensemble Learning in Deep Reinforcement Learning☆129Updated 4 years ago
- Implementation codes and datasets used in ICLR'22 Spotlight paper AdaRL: What, Where, and How to Adapt in Transfer Reinforcement Learning…☆40Updated last year
- ☆89Updated last year
- A Framework for Equilibrium Learning in Sealed-Bid Auctions☆24Updated 2 years ago
- Official implementation of Causal Curiosity: RL Agents Discovering Self-supervised Experiments for Causal Representation Learning at ICML…☆44Updated 4 years ago
- Code for the paper "Meta-Q-Learning"( ICLR 2020)☆104Updated 3 years ago
- Efficient Exploration through Bayesian Deep Q-Networks☆37Updated 7 years ago