Research on Marc G. Bellemarehttps://marcgbellemare.info/en/publications/Recent content in Research on Marc G. BellemareHugoen© {year} Marc G. BellemareThu, 01 Jan 2026 00:00:00 +0000Compositional Planning with Jumpy World Modelshttps://marcgbellemare.info/en/publications/farebrother26compositional/Thu, 01 Jan 2026 00:00:00 +0000https://marcgbellemare.info/en/publications/farebrother26compositional/Convergence Theorems for Entropy-Regularized and Distributional Reinforcement Learninghttps://marcgbellemare.info/en/publications/jhaveri25convergence/Tue, 01 Jul 2025 00:00:00 +0000https://marcgbellemare.info/en/publications/jhaveri25convergence/Tapered Off-Policy REINFORCE: Stable and Efficient Reinforcement Learning for LLMshttps://marcgbellemare.info/en/publications/leroux25tapered/Tue, 01 Jul 2025 00:00:00 +0000https://marcgbellemare.info/en/publications/leroux25tapered/A Distributional Analogue to the Successor Representationhttps://marcgbellemare.info/en/publications/wiltzer24successor/Mon, 01 Jul 2024 00:00:00 +0000https://marcgbellemare.info/en/publications/wiltzer24successor/Action Gaps and Advantages in Continuous-Time Distributional Reinforcement Learninghttps://marcgbellemare.info/en/publications/wiltzer24continuous/Mon, 01 Jul 2024 00:00:00 +0000https://marcgbellemare.info/en/publications/wiltzer24continuous/An Analysis of Quantile Temporal-Difference Learninghttps://marcgbellemare.info/en/publications/rowland24quantile/Mon, 01 Jul 2024 00:00:00 +0000https://marcgbellemare.info/en/publications/rowland24quantile/Controlling Large Language Model Agents with Entropic Activation Steeringhttps://marcgbellemare.info/en/publications/rahn24steering/Mon, 01 Jul 2024 00:00:00 +0000https://marcgbellemare.info/en/publications/rahn24steering/A Novel Stochastic Gradient Descent Algorithm for Learning Principal Subspaceshttps://marcgbellemare.info/en/publications/lelan23subspaces/Sat, 01 Jul 2023 00:00:00 +0000https://marcgbellemare.info/en/publications/lelan23subspaces/Bigger, Better, Faster: Human-level Atari with Human-Level Efficiencyhttps://marcgbellemare.info/en/publications/schwarzer23bigger/Sat, 01 Jul 2023 00:00:00 +0000https://marcgbellemare.info/en/publications/schwarzer23bigger/Bootstrapped Representations in Reinforcement Learninghttps://marcgbellemare.info/en/publications/lelan23bootstrapped/Sat, 01 Jul 2023 00:00:00 +0000https://marcgbellemare.info/en/publications/lelan23bootstrapped/Discovering the Electron Beam Induced Transition Rates for Silicon Dopants in Graphene with Deep Neural Networks in the STEMhttps://marcgbellemare.info/en/publications/roccapriore23electron/Sat, 01 Jul 2023 00:00:00 +0000https://marcgbellemare.info/en/publications/roccapriore23electron/Investigating Multi-Task Pretraining and Generalization in Reinforcement Learninghttps://marcgbellemare.info/en/publications/taiga23investigating/Sat, 01 Jul 2023 00:00:00 +0000https://marcgbellemare.info/en/publications/taiga23investigating/Policy Optimization in a Noisy Neighborhood: On Return Landscapes in Continuous Controlhttps://marcgbellemare.info/en/publications/rahn23policy/Sat, 01 Jul 2023 00:00:00 +0000https://marcgbellemare.info/en/publications/rahn23policy/Proto-Value Networks: Scaling Representation Learning with Auxiliary Taskshttps://marcgbellemare.info/en/publications/farebrother23proto/Sat, 01 Jul 2023 00:00:00 +0000https://marcgbellemare.info/en/publications/farebrother23proto/Sample-Efficient Reinforcement Learning by Breaking the Replay Ratio Barrierhttps://marcgbellemare.info/en/publications/doro23sample/Sat, 01 Jul 2023 00:00:00 +0000https://marcgbellemare.info/en/publications/doro23sample/Small Batch Deep Reinforcement Learninghttps://marcgbellemare.info/en/publications/obandoceron23small/Sat, 01 Jul 2023 00:00:00 +0000https://marcgbellemare.info/en/publications/obandoceron23small/The Statistical Benefits of Quantile Temporal-Difference Learning for Value Estimationhttps://marcgbellemare.info/en/publications/rowland23benefits/Sat, 01 Jul 2023 00:00:00 +0000https://marcgbellemare.info/en/publications/rowland23benefits/Distributional Reinforcement Learninghttps://marcgbellemare.info/en/publications/bellemare23book/Sat, 01 Apr 2023 00:00:00 +0000https://marcgbellemare.info/en/publications/bellemare23book/Distributional Hamilton-Jacobi-Bellman Equations for Continuous-Time Reinforcement Learninghttps://marcgbellemare.info/en/publications/wiltzer22hjb/Fri, 01 Jul 2022 00:00:00 +0000https://marcgbellemare.info/en/publications/wiltzer22hjb/On the Generalization of Representations in Reinforcement Learninghttps://marcgbellemare.info/en/publications/lelan22generalization/Fri, 01 Jul 2022 00:00:00 +0000https://marcgbellemare.info/en/publications/lelan22generalization/