| Adaptive Q-Network: On-the-fly Target Selection for Deep Reinforcement Learning | May 25, 2024 | Atari GamesAutoML | —Unverified | 0 |
| Intelligent Go-Explore: Standing on the Shoulders of Giant Foundation Models | May 24, 2024 | Atari GamesMathematical Reasoning | CodeCode Available | 2 |
| Interpretable and Editable Programmatic Tree Policies for Reinforcement Learning | May 23, 2024 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 1 |
| Learning To Play Atari Games Using Dueling Q-Learning and Hebbian Plasticity | May 22, 2024 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Is Mamba Compatible with Trajectory Optimization in Offline Reinforcement Learning? | May 20, 2024 | Atari GamesMamba | CodeCode Available | 0 |
| Utilizing Maximum Mean Discrepancy Barycenter for Propagating the Uncertainty of Value Functions in Reinforcement Learning | Mar 31, 2024 | Atari GamesQ-Learning | —Unverified | 0 |
| Stop Regressing: Training Value Functions via Classification for Scalable Deep RL | Mar 6, 2024 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Iterated Q-Network: Beyond One-Step Bellman Updates in Deep Reinforcement Learning | Mar 4, 2024 | Atari Gamescontinuous-control | —Unverified | 0 |
| Disentangling the Causes of Plasticity Loss in Neural Networks | Feb 29, 2024 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Echoes of Socratic Doubt: Embracing Uncertainty in Calibrated Evidential Reinforcement Learning | Feb 11, 2024 | Atari GamesDistributional Reinforcement Learning | CodeCode Available | 0 |
| Solving Deep Reinforcement Learning Tasks with Evolution Strategies and Linear Policy Networks | Feb 10, 2024 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Q-Star Meets Scalable Posterior Sampling: Bridging Theory and Practice via HyperAgent | Feb 5, 2024 | Atari GamesAtari Games 100k | CodeCode Available | 0 |
| Control in Stochastic Environment with Delays: A Model-based Reinforcement Learning Approach | Feb 1, 2024 | Atari GamesModel-based Reinforcement Learning | —Unverified | 0 |
| Neural Policy Style Transfer | Feb 1, 2024 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| The Indoor-Training Effect: unexpected gains from distribution shifts in the transition function | Jan 29, 2024 | Atari GamesReinforcement Learning (RL) | —Unverified | 0 |
| A Robust Quantile Huber Loss With Interpretable Parameter Adjustment In Distributional Reinforcement Learning | Jan 4, 2024 | Atari GamesDistributional Reinforcement Learning | CodeCode Available | 0 |
| Active Reinforcement Learning for Robust Building Control | Dec 16, 2023 | Atari GamesGame of Go | CodeCode Available | 1 |
| Distributional Bellman Operators over Mean Embeddings | Dec 9, 2023 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Visual Encoders for Data-Efficient Imitation Learning in Modern Video Games | Dec 4, 2023 | Atari GamesDecision Making | —Unverified | 0 |
| Minimax Exploiter: A Data Efficient Approach for Competitive Self-Play | Nov 28, 2023 | Atari GamesDiversity | —Unverified | 0 |
| Agent-Aware Training for Agent-Agnostic Action Advising in Deep Reinforcement Learning | Nov 28, 2023 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Evaluating Pretrained models for Deployable Lifelong Learning | Nov 22, 2023 | Atari Gamesclass-incremental learning | —Unverified | 0 |
| From "What" to "When" -- a Spiking Neural Network Predicting Rare Events and Time to their Occurrence | Nov 9, 2023 | Atari GamesReinforcement Learning (RL) | —Unverified | 0 |
| DSAC-C: Constrained Maximum Entropy for Robust Discrete Soft-Actor Critic | Oct 26, 2023 | Atari Gamesreinforcement-learning | —Unverified | 0 |
| Reward Scale Robustness for Proximal Policy Optimization via DreamerV3 Tricks | Oct 26, 2023 | Atari Gamesreinforcement-learning | —Unverified | 0 |
| Towards Control-Centric Representations in Reinforcement Learning from Images | Oct 25, 2023 | Atari Gamesreinforcement-learning | —Unverified | 0 |
| Absolute Policy Optimization | Oct 20, 2023 | Atari Gamescontinuous-control | CodeCode Available | 0 |
| MiniZero: Comparative Analysis of AlphaZero and MuZero on Go, Othello, and Atari Games | Oct 17, 2023 | Atari GamesBoard Games | CodeCode Available | 1 |
| PGDQN: Preference-Guided Deep Q-Network | Oct 3, 2023 | Atari GamesBenchmarking | CodeCode Available | 1 |
| Learning Actions and Control of Focus of Attention with a Log-Polar-like Sensor | Sep 22, 2023 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Learning of Generalizable and Interpretable Knowledge in Grid-Based Reinforcement Learning Environments | Sep 7, 2023 | Atari GamesDecision Making | CodeCode Available | 0 |
| Soft Decomposed Policy-Critic: Bridging the Gap for Effective Continuous Control with Discrete RL | Aug 20, 2023 | Atari Gamescontinuous-control | —Unverified | 0 |
| Beyond Surprise: Improving Exploration Through Surprise Novelty | Aug 9, 2023 | Atari GamesRetrieval | CodeCode Available | 1 |
| Bag of Policies for Distributional Deep Exploration | Aug 3, 2023 | Atari GamesEfficient Exploration | —Unverified | 0 |
| Approximate Model-Based Shielding for Safe Reinforcement Learning | Jul 27, 2023 | Atari Gamesmodel | CodeCode Available | 0 |
| Scaling Laws for Imitation Learning in Single-Agent Games | Jul 18, 2023 | Atari GamesImitation Learning | CodeCode Available | 1 |
| Elastic Decision Transformer | Jul 5, 2023 | Atari GamesD4RL | —Unverified | 0 |
| Action Q-Transformer: Visual Explanation in Deep Reinforcement Learning with Encoder-Decoder Model using Action Query | Jun 24, 2023 | Atari GamesDecision Making | —Unverified | 0 |
| Can Differentiable Decision Trees Enable Interpretable Reward Learning from Human Feedback? | Jun 22, 2023 | Atari GamesDiagnostic | CodeCode Available | 0 |
| The RL Perceptron: Generalisation Dynamics of Policy Learning in High Dimensions | Jun 17, 2023 | Atari GamesReinforcement Learning (RL) | —Unverified | 0 |
| Vanishing Bias Heuristic-guided Reinforcement Learning Algorithm | Jun 17, 2023 | Atari GamesQ-Learning | —Unverified | 0 |
| Recurrent Action Transformer with Memory | Jun 15, 2023 | Atari GamesMuJoCo | CodeCode Available | 0 |
| OCAtari: Object-Centric Atari 2600 Reinforcement Learning Environments | Jun 14, 2023 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 1 |
| Detecting Adversarial Directions in Deep Reinforcement Learning to Make Robust Decisions | Jun 9, 2023 | Adversarial AttackAtari Games | —Unverified | 0 |
| Think Before You Act: Decision Transformers with Working Memory | May 24, 2023 | Atari GamesDecision Making | CodeCode Available | 1 |
| Successor-Predecessor Intrinsic Exploration | May 24, 2023 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Learnable Behavior Control: Breaking Atari Human World Records via Sample-Efficient Behavior Selection | May 9, 2023 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Train a Real-world Local Path Planner in One Hour via Partially Decoupled Reinforcement Learning and Vectorized Diversity | May 7, 2023 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 1 |
| Unlocking the Power of Representations in Long-term Novelty-based Exploration | May 2, 2023 | Atari GamesClustering | —Unverified | 0 |
| Proto-Value Networks: Scaling Representation Learning with Auxiliary Tasks | Apr 25, 2023 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
