stratisMarkou / sample-efficient-bayesian-rl
Source for the sample efficient tabular RL submission to the 2019 NIPS workshop on Biological and Artificial RL
☆23Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for sample-efficient-bayesian-rl
- Learning Laplacian Representations in Reinforcement Learning☆17Updated 3 years ago
- Codes for the study "Variational Recurrent Models for Solving Partially Observable Control Tasks", published as a conference paper at ICL…☆51Updated 3 years ago
- ☆29Updated 5 years ago
- ☆30Updated last year
- Safe Policy Improvement with Baseline Bootstrapping☆25Updated 4 years ago
- Code and data for the paper "Bridging RL Theory and Practice with the Effective Horizon"☆42Updated 4 months ago
- This code implements Prioritized Level Replay, a method for sampling training levels for reinforcement learning agents that exploits the …☆83Updated 3 years ago
- LAMBDA is a model-based reinforcement learning agent that uses Bayesian world models for safe policy optimization☆32Updated last year
- When Do Transformers Shine in RL? Decoupling Memory from Credit Assignment, NeurIPS 2023 (oral)☆55Updated 10 months ago
- [ICLR 2024] Closing the Gap between TD Learning and Supervised Learning - A Generalisation Point of View.☆21Updated 7 months ago
- ☆54Updated 8 months ago
- on-policy optimization baselines for deep reinforcement learning☆28Updated 4 years ago
- IMP-MARL: a Suite of Environments for Large-scale Infrastructure Management Planning via MARL☆35Updated 2 months ago
- ☆40Updated 3 years ago
- JAX implementation of deep RL agents with resets from the paper "The Primacy Bias in Deep Reinforcement Learning"☆99Updated 2 years ago
- ☆29Updated 3 years ago
- ☆18Updated 2 years ago
- The official repository of Decoupled Reinforcement Learning to Stabilise Intrinsically-Motivated Exploration" (AAMAS 2022)☆26Updated 2 years ago
- ☆36Updated last year
- Code for Model-Free Opponent Shaping (ICML 2022)☆17Updated 2 years ago
- Random parameter environments using gym 0.7.4 and mujoco-py 0.5.7☆20Updated 5 years ago
- Simple maze environments using mujoco-py☆52Updated 10 months ago
- ☆9Updated 4 years ago
- Conservative Q learning in Jax☆51Updated last year
- Code for the NeurIPS 2021 paper "Safe Reinforcement Learning by Imagining the Near Future"☆39Updated 2 years ago
- ☆29Updated last year
- Pessimistic Bootstrapping for Uncertainty-Driven Offline Reinforcement Learning☆28Updated 2 years ago
- Learning Action-Value Gradients in Model-based Policy Optimization☆31Updated 3 years ago
- CREATE Environment for long-horizon physics-puzzle tasks with diverse tools☆17Updated 2 years ago
- Simple implementation of V-MPO proposed in https://arxiv.org/abs/1909.12238☆44Updated 4 years ago