sauxpa / neural_explorationLinks
Study NeuralUCB and regret analysis for contextual bandit with neural decision
☆96Updated 3 years ago
Alternatives and similar repositories for neural_exploration
Users that are interested in neural_exploration are comparing it to the libraries listed below
Sorting:
- ☆40Updated 5 years ago
- Deconfounding Reinforcement Learning in Observational Settings☆52Updated 6 years ago
- paper list in the area of reinforcenment learning for recommendation systems☆24Updated 5 years ago
- In this notebook several classes of multi-armed bandits are implemented. This includes epsilon greedy, UCB, Linear UCB (Contextual bandit…☆88Updated 4 years ago
- Code associated with the NeurIPS19 paper "Weighted Linear Bandits in Non-Stationary Environments"☆17Updated 5 years ago
- MovieLens recommendation system using reinforcement learning (GYM + PPO)☆49Updated 5 years ago
- Implementation of Optimal Auctions through Deep Learning☆129Updated 5 years ago
- A Real-World Benchmark for Reinforcement Learning based Recommender System☆230Updated last year
- An official JAX-based code for our NeuraLCB paper, "Offline Neural Contextual Bandits: Pessimism, Optimization and Generalization", ICLR…☆13Updated 3 years ago
- A lightweight contextual bandit & reinforcement learning library designed to be used in production Python services.☆66Updated 4 years ago
- Thompson Sampling Tutorial☆54Updated 6 years ago
- Awesome Deep Reinforcement Learning papers for industrial Search, Recommendation and Advertising.☆214Updated 4 years ago
- A collection of the pytorch implementation of neural bandit algorithm includes neuralUCB(Neural Contextual Bandits with UCB-based Explora…☆20Updated last month
- ☆86Updated last year
- Implementation of the algorithm in Python 3, TensorFlow and OpenAI Gym☆177Updated 7 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
- The submission template for the Learning to Dispatch and Reposition Competition @ KDD2020.☆90Updated 4 years ago
- Play with the solutions to the multi-armed-bandit problem.☆416Updated last year
- Explorer is a PyTorch reinforcement learning framework for exploring new ideas.☆95Updated 2 months ago
- PyTorch implementation of the paper "Deep Reinforcement Learning in Large Discrete Action Spaces" (Gabriel Dulac-Arnold, Richard Evans, H…☆71Updated 5 years ago
- [ICLR 2021] Rank the Episodes: A Simple Approach for Exploration in Procedurally-Generated Environments.☆59Updated 2 years ago
- ☆14Updated 5 years ago
- ☆45Updated 3 years ago
- A pytorch implementation of A Model-Based Reinforcement Learning with Adversarial Training for Online Recommendation.☆40Updated 5 years ago
- ☆133Updated last year
- Exact Pareto Optimal solutions for preference based Multi-Objective Optimization☆65Updated 3 years ago
- Contextual Bandit Algorithms (+Bandit Algorithms)☆22Updated 5 years ago
- SUNRISE: A Simple Unified Framework for Ensemble Learning in Deep Reinforcement Learning☆127Updated 4 years ago
- Code for Stabilizing Off-Policy RL via Bootstrapping Error Reduction☆161Updated 5 years ago
- References at the Intersection of Causality and Reinforcement Learning☆89Updated 5 years ago