Popular repositories Loading

1. Distributionally-Robust-LSVI-UCB Distributionally-Robust-LSVI-UCB Public

   Code for the paper "Distributionally Robust Off-Dynamics Reinforcement Learning: Provable Efficiency with Linear Function Approximation", International Conference on Artificial Intelligence and Sta…

   Jupyter Notebook 6 1

2. LSVI-ASE LSVI-ASE Public

   The official code release for "More Efficient Randomized Exploration for Reinforcement Learning via Approximate Sampling", Reinforcement Learning Conference (RLC) 2024

   Python 4 1

3. optimal-batched-linear-bandits optimal-batched-linear-bandits Public

   Code for the paper "Optimal Batched Linear Bandits", International Conference on Machine Learning (ICML) 2024

   Python 3

4. MARL-CoopTS MARL-CoopTS Public

   Code for the paper "Randomized Exploration in Cooperative Multi-Agent Reinforcement Learning", Advances in Neural Information Processing Systems (NeurIPS) 2024

   Python 3

5. eps-Multi-Agent-Thompson-Sampling eps-Multi-Agent-Thompson-Sampling Public

   Code for the paper "Finite-Time Frequentist Regret Bounds of Multi-Agent Thompson Sampling on Sparse Hypergraphs", AAAI Conference on Artificial Intelligence 2024

   Python 2

6. Offline-Linear-DRMDP Offline-Linear-DRMDP Public

   Code for the paper "Minimax Optimal and Computationally Efficient Algorithms for Distributionally Robust Offline Reinforcement Learning", Advances in Neural Information Processing Systems (NeurIPS)…

   Jupyter Notebook 1