Tags: rlberry-py/rlberry
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Version 0.2.1 (#65) * feat(project): setup dev for v0.2.1 * feat(agents): DefaultWriter is now initialized in base class. New method for generating unique IDs for objects (metadata_utils.get_unique_id()). Agent (base class) now has a property unique_id. * feat(network): message about how many bytes are being sent and received * feat(agent,manager,writers): DefaultWriter now wraps (optionally) a tensorboard SummaryWriter. AgentManager has a new option to enable tensorboard logging (enable_tensorboard) and handles automatically the log_dirs of each SummaryWriter (inside DefaultWriter). * fix(dqn): tests * fix(agent): set_writer() fixed * minor improvements * feat(network): Tensorboard files now can be sent from server to client (using zip files) * fix(network): bug * fix(manager): Fix bug in AgentHandler that was not sending eval_env in the kwargs to initialize/load the agent instance. * feat(writer, manager): Option to limit data stored in memory by DefaultWriter, AgentManager can now receive extra params for DefaultWriter. * fix(torch dqn): set_writer bug * feat(wrapper, gym_make): Add option to wrap observation_space and action_space using rlberry.spaces. Seeding from gym (in Dict spaces) might be too slow in some computers, as I've been told, and rlberry.spaces should solve seeding issues. * feat(process_env, Agent): Replaced assertion by warning if Agent is not reseeded. * feat(agent, manager): Agent now accepts an output dir as argument. This directory is set automatically by AgentManager * fix(manager): minor bug * fix(agent): out dir bug * feat(manager): Now it is possible to pass init_kwargs to each instance separately. * feat(gridworld): remove default terminal_states * fix(gridworld): fix get_layout_img method * feat(manager): method get_agent_instances() that returns trained instances * feat(manager/evaluation): In plot_writer_data, handling better the kwargs for sns.lineplot * feat(plot_writer_data): Possibility to set xtag (tag used for x-axis) * update version
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